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Технологии ИИ: нет ничего искусственного в заботе о здоровье

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Технологии проникают во все сферы нашей жизни. Здравоохранение — не исключение.

Текущая ситуация осложняется следующими факторами:

  • расходы на здравоохранение составляют до 10% [1] от мирового ВВП, с заметными различиями в расходах по странам;

  • к 2030 г. прогнозируется нехватка 10,2 млн работников [2] здравоохранения, дефицит по регионам распределяется неравномерно;

  • демографическое сжатие: замедление темпов роста населения, рост населения в возрасте 65 лет и старше опережает рост более молодых возрастных групп, население в среднем продолжает становиться старше [3].

Таким образом, решение задач снижения нагрузки на систему здравоохранения, облегчения эмоционального выгорания врачей, повышения качества жизни возрастного населения, сокращения бюджетных расходов на социальное обеспечение, повышения эффективности лечения, углубления знаний — является все более и более важным.

Эти и другие задачи в здравоохранении решаются множеством инструментов. В настоящей статье рассматривается потенциал влияния технологий ИИ на здравоохранения, что будет являться движущей силой следующего десятилетия.

Например, стартап лаборатории Retro Biosciences, в который инвестировал Сэм Альтман, ставит цель добавить минимум десятилетие качественной жизни за счет технологий, прорыв в которых должен обеспечить ИИ.

В табл. 1 представлена оценка глобального рынка ИИ в здравоохранении, CAGR (совокупный среднегодовой темп роста) составляет 27,3% на промежутке 2023–2032 гг.

Оценочно, объем мирового рынка ИИ в здравоохранении составит 28,3 млрд. долл. / 2024 г. Совокупная структура расходов состоит из программного обеспечения (40,5% мирового рынка или 11,5 млрд долл. в 2024 г.), оборудования (35,2% или 10,0 млрд долл.) и услуг / сервиса (24,3% или 6,8 млрд долл.).

Таблица 1. Прогноз глобального рынка ИИ в здравоохранении, млрд долл.

Примечание: расчеты с использованием [4 - 17]
Примечание: расчеты с использованием [4 — 17]

Мировые аналитические компании оценивают объем рынка ИИ в здравоохранении на уровне 355,8 млрд. долл. / 2032 г. [5,6,7 и др.], CAGR составляет 37,2% на промежутке 2023 — 2032 гг. То есть на протяжении 10 лет аналитики ожидают ежегодный темп роста по всем субрынкам под 40,0%, что будет происходить на фоне аналогичного роста рынков других отраслей (например, финансы и страхование, торговля оптовая и розничная, государственное управление и пр.).

И, что самое важное, темпы изменения бизнес‑процессов, квалификации персонала, соответствующей инфраструктуры также должны успевать переформатироваться.

Прогноз в 355,8 млрд. долл. / 2032 г. является излишне оптимистичным. Оценка в 180,8 млрд. долл. / 2032 г. — выглядит более реалистично.

Общий рынок технологий ИИ состоит из субрынков, наиболее перспективные области рассмотрены далее. Сдерживающие факторы применения ИИ в здравоохранении носят комплексный характер, и применимы ко всему рынку в целом, поэтому рассмотрены в конце настоящей статьи без повторения в каждом субрынке.

1.1. Роботизированная хирургия

9,9 млрд долл. / 2024 г. — объем субрынка.

Роботы с поддержкой ИИ могут использоваться для работы с чувствительными органами и тканями, что поможет снизить кровопотерю, риск инфицирования, сократить период послеоперационного восстановления, облегчить работу медицинского персонала в операционной.

Применение ИИ позволило добиться следующих эффектов:

  • на 10% сокращение затрат и повышение скорости операций.

Примеры:

Наименование потребителя / заказчика / поставщика

Инфраструктура, программное обеспечение

Moon Surgical (коммерческие продажи с 2025 г.)

Собственное ПО Maestro; NVIDIA IGX

Центральная клиническая больница с поликлиникой Управления делами Президента РФ (Россия)

da Vinci Surgical System от Intuitive Surgical, Inc.; AMD FPGA

Hunjan Hospital (Индия)

Робот Stryker, хирургическая система Mako

1.2. Виртуальные помощники

1,7 млрд долл. / 2024 г. — объем субрынка.

Консультации пациентов и ответы на часто задаваемые вопросы с возможностью ответить на дополнительные вопросы или предложить дополнительную информацию, онлайн‑диалог по проверке симптомов с предварительной диагностикой на основе анамнеза плюс возможность запланировать визит к соответствующему врачу или медицинскому специалисту — такого рода рутинные задачи могут помочь разгрузить работу клинического персонала, который затем сможет уделять больше времени непосредственно уходу за пациентами.

Применение ИИ позволило добиться следующих эффектов:

  • 370% составила окупаемость инвестиций, ROI [18];

  • на 30% сокращение времени разговора [18];

  • свыше 23% запросов отвечены в нерабочее время чат‑ботами [19].

Примеры:

Наименование потребителя / заказчика / поставщика

Инфраструктура, программное обеспечение

Cardinal Health, Inc. (США)

IBM® watsonx Assistant™

United Lincolnshire Hospitals NHS Trust (США)

Платформа Envoy

Virtua Health (Марлтон, Нью-Джерси; Сан-Франциско, Калифорния)

Woebot Health

1.3. Административный документооборот, стационарный уход и управление больницами

3,1 млрд долл. / 2024 г. — объем субрынка.

Около 30% [20,21,22] рабочего дня врача тратится на административные задачи (анализ информации для записи или иного обмена релевантными сведениями, составление графиков и пр.), что сокращает эффективность и качество ухода за пациентами.

Применение ИИ позволило добиться следующих эффектов:

  • на 83% сокращение времени, необходимого для размещения пациентов [23];

  • на 10% (по сравнению с предыдущим годом) повышение показателей удержания медсестер [24];

  • на 30 мин. / пациент высвобождение времени;

  • на 25% сокращение нагрузки на отделения неотложной помощи;

  • на 20% снижение конфликтов при составлении расписания [25].

Примеры:

Наименование потребителя / заказчика / поставщика

Инфраструктура, программное обеспечение

UZ Brussel (Брюссель)

Серверы Dell EMC PowerEdge R7515 и R7525 с процессорами AMD EPYC

Northwell Health (Нью-Йорк)

ОС ИИ Aidoc (AiOS ™), которая включает 13 одобренных FDA алгоритмов ИИ

Tampa General Hospital (Флорида)

CareComm Command Center от GE HealthCare Technologies Inc.

Emory Healthcare (Атланта)

Abridge Al + Epic

ApolloMD (США)

Fathom

1.4. Выявление мошенничества

1,6 млрд долл. / 2024 г. — объем субрынка.

По экспертным оценкам, мошеннические действия (например, страховые возмещения за неоказанные медицинские услуги, сознательное завышение счета) наносят урон отрасли здравоохранения свыше 500 млрд долл. ежегодно [26], что приводит к росту расходов на здравоохранение и увеличению страховых взносов для пациентов.

Применение ИИ позволило добиться следующих эффектов:

— В 2–3 раза увеличение количества случаев выявления мошенничества [27].

Примеры:

Наименование потребителя / заказчика / поставщика

Инфраструктура, программное обеспечение

Mastercard® Healthcare Solutions

Brighterion AI

Medicare & Medicaid Services (CMS) (Федеральное агентство Министерства здравоохранения и социальных служб США)

nH Predict

1.5. Точная (или прогностическая) медицина, уменьшение ошибок и погрешности

2,7 млрд долл. / 2024 г. — объем субрынка.

Несоблюдение правил приема лекарств приводит к 25% всех госпитализаций и 50% неудач в лечении [28]. Стоимость медицинских ошибок — около 50 млрд долл. ежегодно [29].

Точная медицина сосредоточена на интеграции различных наборов данных (геномных, транскриптомных, поведенческих и т. д.) для каждого человека, чтобы лучше оценить его здоровье, и для популяции людей, чтобы максимально точно стратифицировать болезни по отдельным подгруппам, что позволяет сделать лечение болезней существенно более экономически выгодным [30].

Применение ИИ позволило добиться следующих эффектов:

  • на 50% сокращение количества ошибок при приеме лекарств [31];

  • 70–80% точности в части предсказания реакции пациента на иммунотерапию [32].

Примеры:

Наименование потребителя / заказчика / поставщика

Инфраструктура, программное обеспечение

Amgen Inc.

NVIDIA AI Enterprise, NVIDIA BioNeMo, NVIDIA DGX SuperPod (31 узел NVIDIA DGX H100 и 248 граф. процессор. с тензорным ядром H100)

Siemens Healthineers AG

Суперкомпьютер Sherlock AI (NVIDIA HGX-1 с граф. процессорами NVIDIA Tesla и NVLink ™, NVIDIA HGX-2 с граф. процессорами NVIDIA Tesla и NVLink, переключатель Mellanox EDR Infiniband)

Johnson & Johnson MedTech

NVIDIA Holoscan на базе NVIDIA IGX (модули NVIDIA Jetson Orin, графические процессоры NVIDIA RTX A6000, сетевая технология NVIDIA ConnectX)

Более 45 тыс. поставщиков мед. услуг

Платформа Viz.ai ™ One

1.6. Медицинская визуализация и диагностика

2,4 млрд долл. / 2024 г. — объем субрынка.

ИИ при анализе маммограмм смог обнаружить рак молочной железы с точностью 94,5% по сравнению с 88,4% у радиологов [33]; компьютерных томограмм смог обнаружить рак легких с точностью до 96% по сравнению с 75% у врачей [34].

В то же время ИИ также несовершенен и не может ставить 100% правильные диагнозы для всех случаев. Следовательно, требуется объединить человеческий опыт медицинских работников с современными техническими возможностями, применять ИИ как дополнительный инструмент к традиционным методам [35]. 

Применение ИИ позволило добиться следующих эффектов:

  • на 10% повышение диагностической точности;

  • на 45% сокращение времени до потенциально спасающего жизнь вмешательства по сравнению с обычной практикой за счет ускорения времени считывания и раннего предупреждения рентгенологов о возможном инсульте крупных сосудов [36].

Примеры:

Наименование потребителя / заказчика / поставщика

Инфраструктура, программное обеспечение

GE HealthCare Technologies Inc.

Centricity, CardioVisio

Университет Хиросимы

AMD Alveo ™ U250

10 субъектов РФ (в т.ч. Москва, Калининградская область, Новгородская область, Республика Татарстан и др.)

ТОП-3 / ООО "СбермедИИ"

1.7. Исследования, открытия и разработка лекарственных средств

2,1 млрд долл. / 2024 г. — объем субрынка.

Традиционная разработка лекарственного средства, от появления его идеи до вывода на рынок, занимает около 12–15 лет при средних затратах на разработку в 1,4–2,6 млрд долл. [37,38]. При этом общий показатель успеха клинических разработок лекарств находится на уровне 10–15% [39].

Пространство химических соединений функционально бесконечно, в нем более 1060 возможных молекул, похожих на лекарства [40]. Для создания лекарственного средства требуется исследовать это обширное химическое пространство в поисках небольшой части молекул, удовлетворяющих задаче многопараметрической оптимизации. Ускоренный процесс поиска лекарств, увеличит скорость лечения заболеваний, тем самым высвобождая ресурсы, которые могут быть использованы в областях, где наблюдается потребность.

Применение ИИ позволило добиться следующих эффектов:

  • на 10% увеличение вероятности успеха испытаний;

  • на 20% снижение стоимости (продолжительности) разработки;

  • в 10 раз увеличение скорости исследований;

  • 1–2 года сокращение времени одобрения лекарственного средства [41].

Примеры:

Наименование потребителя / заказчика / поставщика

Инфраструктура, программное обеспечение

Amgen Inc.

NVIDIA AI Enterprise, NVIDIA BioNeMo, Суперкомпьютер Freyja - NVIDIA DGX SuperPod (31 узел NVIDIA DGX H100 и 248 граф. процессоров с тензорным ядром H100)

Ono Pharmaceutical Co., Ltd.

Суперкомпьютер Tokyo-1 (16 систем NVIDIA DGX H100, каждая с восемью графическими процессорами с тензорным ядром NVIDIA H100)

Deloitte Consulting LLP

Собственное ПО Quartz Atlas, NVIDIA DGX Cloud, NVIDIA BioNeMo, NVIDIA AI Enterprise, NVIDIA NIM

Terray Therapeutics

NVIDIA RTX ™ A6000, DGX Cloud, NVIDIA AI Enterprise

Sanger Institute

Сервер NVIDIA DGX-1™, NVIDIA® NVLink®

Например, использование ИИ позволило обнаружить 9 антибиотиков на основе анализа базы данных химических соединений. Это первое успешное применение ИИ для поиска антибиотика. А также первое за 30 лет открытие нового класса антибиотиков.

1.8. Прочее

4,8 млрд долл. / 2024 г. — объем субрынка.

Прочее применение ИИ в здравоохранении включает:

  • обеспечение безопасности данных, кибербезопасность;

  • обеспечения работы регулирующих органов и взаимодействия с ними [42];

  • обеспечение верификации, сохранения знаний;

  • прочее применение.

Оценочно, объем российского рынка ИИ в здравоохранении составит 0,4 млрд долл. или 40,0 млрд. руб. / 2024 г. (см. табл. 2).

Таблица 2. Прогноз российского рынка ИИ в здравоохранении, млрд долл.

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Несмотря на то, что технологии ИИ демонстрируют эффективность в здравоохранении, большинство проектов оказываются неудачными. Например, ИИ на текущем этапе не доказал эффективность использования для уменьшения симптомов депрессии у подростков [43].

Однако, объем мирового рынка стоимости врачебных ошибок, мошенничества в здравоохранении с учетом косвенных потерь для экономики и систем социального обеспечения составляет триллионы долларов. Именно поэтому идет поиск применения технологии ИИ и других инструментов для сокращения этого объема упущенной выручки.

Необходимо отметить, что здравоохранение — консервативная отрасль, так как несет высокие риски здоровью и качеству жизни. Применение технологий ИИ, помимо традиционных вопросов по эффективности технологий / решений, затрагивает комплекс сложных вопросов:

  1. конфиденциальность данных

  2. изменение характера работы — взаимодействие человека и искусственного интеллекта

  3. надежность и доверие при принятии решений, основанных на искусственном интеллекте

  4. юридические проблемы ответственности врачей и разработчиков при использовании (или не использовании) ИИ

  5. этические вопросы и нечувствительность ИИ к потенциальному воздействию.

В целом, использование технологии ИИ сейчас находится на стадии итерации. ИИ — это инструмент или «второе мнение» для врача.

Следующие 5–7 лет будут посвящены пониманию и ценности, которые общество может извлечь из этих цифровых активов, и тому, как они могут быть преобразованы в достижение лучших клинических результатов и последующего создания новых информационных ресурсов и инструментов.

Функции по уходу за пациентами никогда не могут быть полностью заменены искусственным интеллектом; однако задачи, которые отвлекают врачей от пациентов, могут.

Автор: Мартынов А.И.

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5. Artificial Intelligence (AI) in Healthcare Market (By Component: Software, Hardware, Services; By Application: Virtual Assistants, Diagnosis, Robot Assisted Surgery, Clinical Trials, Wearable, Others; By Technology: Machine Learning, Natural Language Processing, Context‑aware Computing, Computer Vision; By End User) — Global Industry Analysis, Size, Share, Growth, Trends, Regional Outlook, and Forecast 2022 — 2030 [Электронный ресурс] // Precedence Research — аналитическая компания. URL: https://www.precedenceresearch.com/artificial‑intelligence‑in‑healthcare‑market (дата обращения 16.06.2024).

6. Artificial Intelligence (AI) in Healthcare Market worldwide from 2021 to 2030. [Электронный ресурс] // Statista — аналитическая компания. URL: https://www.statista.com/statistics/1 334 826/ai‑in‑healthcare‑market‑size‑worldwide/#:~:text=In%202 021%2C%20the%20artificial%20intelligence,percent%20from%202 022%20to%202 030. (дата обращения 16.06.2024).

7. Artificial Intelligence (AI) in Healthcare Market by offering (Hadrware, Software, Services), Technology (Machine Learning, Natural Language Processing), Application (Medical imaging & Diagnostics, Patient Data & Risk Analysis), End User & Region — Global Forecast to 2029 [Электронный ресурс] // MarketsAndMarkets — аналитическая компания. URL: https://www.marketsandmarkets.com/Market‑Reports/artificial‑intelligence‑healthcare‑market-54 679 303.html (дата обращения 16.06.2024).

8. Artificial Intelligence in Healthcare Market Size, Growth, Opportunities & Trends: Global Industry Analysis and Forecast (2024–2030) [Электронный ресурс] // Maximize Market Research — аналитическая компания. URL: https://www.maximizemarketresearch.com/market‑report/global‑artificial‑intelligence‑ai‑healthcare‑market/21 261/ (дата обращения 16.06.2024).

9. Artificial Intelligence (AI) In Drug Discovery Market (By Type: Preclinical and Clinical Testing, Molecule Screening, Target Identification, De Novo Drug Design and Drug Optimization; By Application: Neurology, Infectious Disease, Oncology, Others; By Drug Type: Small Molecules, Large Molecules; By Offering: Software, Services; By Technology; By End User) — Global Industry Analysis, Size, Share, Growth, Trends, Regional Outlook, and Forecast 2023–2032 [Электронный ресурс] // Precedence Research — аналитическая компания. URL: https://www.precedenceresearch.com/artificial‑intelligence‑in‑drug‑discovery‑market (дата обращения 16.06.2024).

10. AI‑based Surgical Robots Market To Reach USD 34.9 Billion By 2032 | DataHorizzon Research [Электронный ресурс] // Yahoo — СМИ. URL: https://finance.yahoo.com/news/ai‑based‑surgical‑robots‑market-120 000 135.html?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAAGIKNRLNCD2aAkv‑Gyg2AKDXHBbXXUJ_A7pZgpAxgmxORNFFJwNY8CNRHI6so3T_NXzYkLHcsIWlSY0SajbJVFQFJAeon3HEfn‑QPASZRCe11LK9elGFZgUHRiwtMrmAKIeu69VQ‑lVBtYrB7pEmXKu8WZEzxn9BOxuwFuZAps9x (дата обращения 16.06.2024).

11. Health Intelligent Virtual Assistant Market Predictions: CAGR of 36.8%, Reaching USD 20,901.0 Mn by 2032 | Insights by Dimension Market Research [Электронный ресурс] // Yahoo — СМИ. URL: https://finance.yahoo.com/news/health‑intelligent‑virtual‑assistant‑market-160 600 780.html (дата обращения 16.06.2024).

12. Digital Assistants in Healthcare Market Size & Share Analysis — Growth Trends & Forecasts (2024 — 2029) Source: https://www.mordorintelligence.com/industry‑reports/digital‑assistants‑in‑healthcare‑market [Электронный ресурс] // Mordor Intelligence — аналитическая компания. URL: https://www.mordorintelligence.com/industry‑reports/digital‑assistants‑in‑healthcare‑market (дата обращения 16.06.2024).

13. AI in Emergency Room and Hospital Management Market Research Report — Segmented By Offerings (Hardware, Software, Services); By Technology (Machine Learning, Natural Language Processing, Context‑aware Computing, Computer Vision); By End User (Hospital & Healthcare Providers, Patients, Pharmaceuticals & Biotechnology Companies, Healthcare Payers, Others); and Region — Size, Share, Growth Analysis | Forecast (2024 — 2030) [Электронный ресурс] // Intellect Markets — аналитическая компания. URL: https://www.intellectmarkets.com/report/aI‑emergency‑room‑hospital‑management‑market (дата обращения 16.06.2024).

14. Healthcare Fraud Detection Market Size, Share, Competitive Landscape and Trend Analysis Report by Type, by Component, by Application, by End User: Global Opportunity Analysis and Industry Forecast, 2022–2031 [Электронный ресурс] // Allied Market Research — аналитическая компания. URL: https://www.alliedmarketresearch.com/medical‑fraud‑detection‑management‑market (дата обращения 16.06.2024).

15. Artificial Intelligence in Healthcare Market: Global Industry Analysis and Forecast (2024–2030) [Электронный ресурс] // Maximize Market Research — аналитическая компания. URL: https://www.maximizemarketresearch.com/market‑report/global‑artificial‑intelligence‑ai‑healthcare‑market/21 261/ (дата обращения 16.06.2024).

16. AI in Medical Imaging Market (By Image Acquisition Technology: X‑Ray, Computed Tomography, Magnetic Resonance Imaging, Ultrasound Imaging, Molecular Imaging; By End Use: Hospitals and Clinics, Research Laboratories and Diagnostic Centers, Others; By Application: Digital Pathology, Oncology, Cardiovascular, Neurology, Lung, Breast, Liver, Oral Diagnostics, Other) — Global Industry Analysis, Size, Share, Growth, Trends, Regional Outlook, and Forecast 2024–2033 [Электронный ресурс] // Precedence Research — аналитическая компания. URL: https://www.precedenceresearch.com/ai‑in‑medical‑imaging‑market (дата обращения 16.06.2024).

17. Artificial Intelligence in Diagnostics Market To Reach USD 7.8 Billion By 2032 | DataHorizzon Research [Электронный ресурс] // Yahoo — СМИ. URL: https://finance.yahoo.com/news/artificial‑intelligence‑diagnostics‑market‑reach-064 000 883.html (дата обращения 16.06.2024).

18. The power of today»s market ready AI to reduce transaction fraud [Электронный ресурс] // Forrester — консалтинговая компания. URL: https://www.ibm.com/products/watsonx‑assistant#Customer+benefits (дата обращения 16.06.2024).

19. Virtual Assistants and chatbots [Электронный ресурс] // Healthcare Communications UK Ltd. — медицинская ИТ‑компания. URL: https://healthcare‑communications.com/solutions/virtual‑assistants‑and‑chatbots/ (дата обращения 16.06.2024).

20. Richard Payerchin. Physicians spend 4.5 hours a day on electronic health records [Электронный ресурс] // Medical Economics — СМИ. URL: https://www.medicaleconomics.com/view/physicians‑spend-4–5-hours‑a‑day‑on‑electronic‑health‑records (дата обращения 16.06.2024).

21. Andrew Cass. The hours 23 physician specialties spend on paperwork, administration [Электронный ресурс] // Becker's Healthcare — СМИ. URL: https://www.beckershospitalreview.com/hospital‑physician‑relationships/the‑hours-23-physician‑specialties‑spend‑on‑paperwork‑administration.html (дата обращения 16.06.2024).

22. Eva Anskär, Malou Lindberg, Magnus Falk, Agneta Andersson. Time utilization and perceived psychosocialwork environment among staff in Swedishprimary care settings [Электронный ресурс] // ResearchGate — СМИ. URL: https://www.researchgate.net/publication/323 619 953_Time_utilization_and_perceived_psychosocial_work_environment_among_staff_in_Swedish_primary_care_settings#pf8 (дата обращения 16.06.2024).

23. Megan Kostner. Tampa General Hospital taps Palantir for care coordination AI software [Электронный ресурс] // Babcox Media Inc. — СМИ. URL: https://tbbwmag.com/2024/06/12/tampa‑general‑hospital‑taps‑palantir‑for‑care‑coordination‑ai‑software/ (дата обращения 16.06.2024).

24. Hamza Sohail. Northwell Health Achieves $1M in Savings with Laudio»s AI Platform [Электронный ресурс] // HIT Consultant Media — СМИ. URL: https://hitconsultant.net/2024/03/13/northwell‑health‑achieves-1m‑in‑savings‑with‑laudios‑ai‑platform/ (дата обращения 16.06.2024).

25. The Profound Impact of AI in Healthcare Administration [Электронный ресурс] // ShiftMed — медицинская ИТ‑компания. URL: https://www.shiftmed.com/blog/impact‑of‑ai‑in‑healthcare‑administration/ (дата обращения 16.06.2024).

26. Prevent and save: advanced AI for fraud, waste and abuse [Электронный ресурс] // Mastercard — платежная система. URL: https://brighterion.com/healthcare‑ai‑reduce‑fwa/ (дата обращения 16.06.2024).

27. The power of today»s market‑ready AI to reduce transaction fraud [Электронный ресурс] // Mastercard — платежная система. URL: https://brighterion.com/market‑ready‑ai‑to‑reduce‑transaction‑fraud‑ebook‑thank‑you/ (дата обращения 16.06.2024).

28. AI Voice Assistants In Healthcare: Top Use Cases [Электронный ресурс] //Enterprise Bot — медицинская ИТ‑компания. URL: https://www.enterprisebot.ai/blog/ai‑voice‑assistants‑in‑healthcare‑top‑use‑cases (дата обращения 16.06.2024).

29. How Generative AI Can Help Reduce Medical Errors [Электронный ресурс] // Khalpey AI Lab — медицинская ИТ‑компания. URL: https://khalpey‑ai.com/how‑generative‑ai‑can‑help‑reduce‑medical‑errors/ (дата обращения 16.06.2024).

30. Карпов О. Э., Храмов А. Е. Информационные технологии, вычислительные системы и искусственный интеллект в медицине. — М.: ДПК Пресс, 2022. — 480 с., ил.— ISBN 978-5-91976-232-4

31. How Does Ai Reduce Human Error In Healthcare [Электронный ресурс] // Ambula Health — медицинская ИТ‑компания. URL: https://www.ambula.io/how‑does‑ai‑reduce‑human‑error‑in‑healthcare/ (дата обращения 16.06.2024).

32. GE HealthCare Announces New Data Validating Artificial Intelligence Models for Predicting Patient Response to Immunotherapies [Электронный ресурс] // GE HealthCare Technologies Inc. — медицинская ИТ‑компания. URL: https://www.gehealthcare.com/middle‑east/about/newsroom/press‑releases/ge‑healthcare‑announces‑new‑data‑validating‑artificial‑intelligence‑models‑for‑predicting‑patient‑response‑to‑immunotherapies (дата обращения 16.06.2024).

33. Leveraging AI to Improve Detection of Cervical Precancer Infographic [Электронный ресурс] // National Cancer Institute — главным агентством федерального правительства по исследованию рака и подготовке кадров. URL: https://www.cancer.gov/research/improve‑detection‑of‑cervical‑precancer‑leveraging‑ai‑infographic (дата обращения 16.06.2024).

34. Lung Cancer Screening with AI: Benefits and Challenges [Электронный ресурс] // Rayscape — Научно‑исследовательская компания. URL: https://rayscape.ai/single‑article?id=ZDPrkBAAAB8A5zn‑ (дата обращения 16.06.2024).

35. Kendall K. Hall, Eleanor Fitall. Artificial Intelligence and Diagnostic Errors [Электронный ресурс] // Agency for Healthcare Research and Quality — Агентство по исследованиям и качеству здравоохранения. URL: https://psnet.ahrq.gov/perspective/artificial‑intelligence‑and‑diagnostic‑errors (дата обращения 16.06.2024).

36. Theresa Sevilis, Thomas Devlin. Validation of Artificial Intelligence to Limit Delays in Acute Stroke Treatment and Endovascular Therapy [Электронный ресурс] // Viz.ai, Inc. — медицинская ИТ‑компания. URL: https://www.viz.ai/publications/validation‑of‑ai‑to‑limit‑delays‑in‑acute‑stroke‑treatment‑endovascular‑therapy (дата обращения 16.06.2024).

37. Richard C. Mohsa, Nigel H. Greigb. Drug discovery and development: Role of basic biological research [Электронный ресурс] // National Library of Medicine — Национальная библиотека по биомедицинской и геномной информации США. URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5 725 284/ (дата обращения 16.06.2024).

38. Тихонова Ю. Искусственный интеллект ускорит создание лекарств в два‑три раза [Электронный ресурс] // ComNews — СМИ. URL: https://www.comnews.ru/content/231 682/2024–02–21/2024-w08/1007/iskusstvennyy‑intellekt‑uskorit‑sozdanie‑lekarstv‑dva‑tri‑raza?ysclid=lvqhypp8k3 783 806 908 (дата обращения 16.06.2024).

39. Duxin Sun, Wei Gao, Hongxiang Hu, Simon Zhou. Why 90% of clinical drug development fails and how to improve it? [Электронный ресурс] // ScienceDirect — ведущая платформа рецензируемой научной литературы. URL: https://www.sciencedirect.com/science/article/pii/S2 211 383 522 000 521 (дата обращения 16.06.2024).

40. A New Molecular Language for Generative AI in Small‑Molecule Drug Discovery [Электронный ресурс] // NVIDIA Corporation — ИТ‑компания. URL: https://www.nvidia.com/en‑us/case‑studies/generative‑ai‑for‑small‑molecule‑drug‑discovery/ (дата обращения 16.06.2024).

41. AI‑Powered Drug Discovery [Электронный ресурс] // NVIDIA Corporation — ИТ‑компания. URL: https://www.nvidia.com/en‑us/industries/healthcare‑life‑sciences/drug‑discovery/ (дата обращения 16.06.2024).

42. Generative AI in the pharmaceutical industry: Moving from hype to reality [Электронный ресурс] // McKinsey & Company — аналитическая компания. URL: https://www.mckinsey.com/industries/life‑sciences/our‑insights/generative‑ai‑in‑the‑pharmaceutical‑industry‑moving‑from‑hype‑to‑reality (дата обращения 16.06.2024).

43. FH23: AI and humanity, a relationship for the future [Электронный ресурс] // Pharmaphorum — СМИ. URL: https://pharmaphorum.com/digital/fh23-ai‑and‑humanity‑relationship‑future (дата обращения 16.06.2024).

Источник

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    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.10.25 20:17 tyleradams

    As time passes, there are an increasing number of frauds involving Bitcoin and other cryptocurrencies. Although there are many individuals who advertise recovering money online, people should use caution in dealing, especially when money is involved. You can trust NVIDIA TECH HACKERS [[email protected]], I promise. They are the top internet recovery company, and as their names indicate, your money is reclaimed as soon as feasible. My bitcoin was successfully retrieved in large part thanks to NVIDIA TECH HACKERS. Ensure that you get top-notch service; NVIDIA TECH HACKERS provides evidence of its work; and payment is only made when the service has been completed to your satisfaction. Reach them via email: [email protected] on google mail

  • 17.10.25 20:20 lindseyvonn

    Have you gotten yourself involved in a cryptocurrency scam or any scam at all? If yes, know that you are not alone, there are a lot of people in this same situation. I'm a Health Worker and was a victim of a cryptocurrency scam that cost me a lot of money. This happened a few weeks ago, there’s only one solution which is to talk to the right people, if you don’t do this you will end up being really depressed. I was really devastated until went on LinkedIn one evening after my work hours and i saw lots of reviews popped up on my feed about [email protected], I sent an email to the team who came highly recommended - [email protected] I started seeing some hope for myself from the moment I sent them an email. The good part is they made the entire process stress free for me, i literally sat and waited for them to finish and I received what I lost in my wallet

  • 17.10.25 20:22 richardcharles

    I would recommend NVIDIA TECH HACKERS to anyone that needs this service. I decided to get into crypto investment and I ended up getting my crypto lost to an investor late last year. The guy who was supposed to be managing my account turned out to be a scammer all along. I invested 56,000 USD and at first, my reading and profit margins were looking good. I started getting worried when I couldn’t make withdrawals and realized that I’ve been scammed. I came across some of the testimonials that people said about NVIDIA TECH HACKERS and how helpful he has been in recovering their funds. I immediately contacted him in his mail at [email protected] so I can get his assistance. One week into the recovery process the funds were traced and recovered back from the scammer. I can't appreciate him enough for his professionalism.

  • 17.10.25 20:23 stevekalfman

    If you need a hacker for scam crypto recovery or mobile spy access remotely kindly reach out to [email protected] for quick response, I hired this hacker and he did a nice job. before NVIDIA TECH HACKERS, I met with different hacker's online which turns out to be scam, this NVIDIA TECH HACKERS case was different and he is the trusted hacker I can vote and refer.

  • 17.10.25 21:42 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.10.25 21:42 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 17.10.25 21:42 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 21.10.25 08:39 debby131

    Given how swiftly the cryptocurrency market moves, losing USDT may be a terrifying and upsetting experience. Whether you experienced a technical problem, a transaction error, or were the victim of fraud, it is important to understand the potential recovery routes. Marie can assist you in determining the specific actions you can take to attempt to regain your lost USDT when you need guidance and clarification. You can reach her via email at [email protected] and WhatsApp at +1 7127594675.

  • 21.10.25 11:45 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 21.10.25 11:45 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 22.10.25 04:48 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 22.10.25 07:36 donnacollier

    HOW I RECOVERED MY BITCOIN FROM CRYPTO INVESTMENT SCAM HOW I RECOVERED MY BITCOIN FROM CRYPTO INVESTMENT SCAM Hello everyone l’m by name Donna collier I live in urbandale 3 weeks ago was the darkest days of my life, i invested my hard earned money the sum of $123,000 into a crypto currency platform I was introduced to by a friend I met online everything happen so fast I was promised 300% of return of investment when it was time for me to cash out my investment and profit the platform was down I was so diversitated confused and tried to end it all then I came across upswing Ai a renowned expert in crypto currency and digital assets recovery at first it seem impossible after taking up my case within the the next 48 hours they where able to track down those fraud stars and recover my money I can’t recommend them enough to any one facing likewise change I will recommend you contact upswing Ai on Contact Details: WhatsApp +,1,2,0,2,8,1,0,1,4,0,7 E m a i l @Upswing-ai.com Website https: // u psw ing-ai. com/ platform /

  • 22.10.25 11:59 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 22.10.25 11:59 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 22.10.25 16:31 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 23.10.25 01:52 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.10.25 01:52 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.10.25 15:47 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 23.10.25 21:43 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 23.10.25 21:43 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.10.25 06:08 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 24.10.25 06:40 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.10.25 06:40 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.10.25 06:54 MATT PHILLIP

    I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $150,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.

  • 24.10.25 18:18 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.10.25 18:18 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 25.10.25 00:49 tyleradams

    *HOW TO GET BACK YOUR STOLEN BITCOIN FROM SCAMMERS* ⭐️⭐️⭐️⭐️⭐️ Hello everyone, I can see a lot of things going wrong these last few days of investing online and getting scammed. I was in your shoes when I invested in a bogus binary option and was duped out of $87,000 in BTC, but thanks to the assistance of NVIDIA TECH HACKERS. They helped me get back my BTC. I didn’t trust the Hackers at first, but they were recommended to me by a friend whom I greatly respect. I received my refund in two days. I must recommend NVIDIA TECH HACKERS they are fantastic. 📧 [email protected]

  • 25.10.25 00:50 stevekalfman

    If you ever need hacking services, look no further. I found myself in a difficult situation after losing almost $510,000 USD in bitcoin. I was distraught and had no hope of survival because i lost my life savings to this scam, I had no chance of recovering my investment. Until i came across an article on google about ([email protected]). A real-life recovery expert, everything changed completely after contacting him and explaining my ordeal to him and he quickly stepped in and assisted me in recovering 95% of my lost funds. They guarantee their clients and i got the highest level of happiness their services are highly recommended. so I’m putting this here for anyone who require their services too" Email: [email protected]

  • 25.10.25 05:05 victoriabenny463

    A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)

  • 25.10.25 10:13 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 25.10.25 10:13 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 26.10.25 01:03 Christopherbelle

    A terrible financial shock hit me hard. I lost $860,000 in a fake crypto scheme. Things looked good until I tried to cash out my earnings. Suddenly, my account vanished into thin air. I told the police many times, but help never showed up. Despair washed over me; I felt totally beaten. Then, I found Sylvester Bryant Intelligence. Right away, they were skilled and honest about the whole thing. They looked deep into my situation. They tracked where the stolen funds went. They fought hard for me every step of the way. To my great surprise, they got my money back. I thought that was impossible. I owe them so much for their hard work and truthfulness. Sylvester Bryant Intelligence restored my peace. If scams took your crypto, contact them now. Contact Info: Yt7cracker@gmail . com WhatsApp: ‪+1 512 577 7957. or +44 7428 662701.

  • 26.10.25 18:09 victoriabenny463

    A few months ago, I fell for what looked like a legitimate online trading platform. The website was sleek, the support team was responsive, and they even showed me fake profit charts that seemed to grow daily. I started small, and after a few test withdrawals worked, I invested more eventually depositing 2 Bitcoin in hopes of long-term returns. But one morning, when I tried to withdraw, everything changed. The platform suddenly locked my account, claiming there were additional fees to release my funds. The support chat stopped responding, and the website started giving error messages. That’s when I realized I’d been scammed. I was devastated. Two Bitcoins wasn’t pocket change, it was my savings. I filed reports online, but everyone told me it was impossible to recover crypto once it’s sent. Then, through a discussion forum, I came across Dexdert Net Recovery, a team specializing in tracing and recovering stolen digital assets. Skeptical but desperate, I reached out. Their response was immediate and professional. They asked for transaction IDs, wallet addresses, screenshots of my correspondence with the fake platform, and any proof of payment I had. Within days, their analysts traced the stolen Bitcoin through multiple wallets using blockchain forensics, They updated me step-by-step, Working with their recovery experts and blockchain partners, Dexdert Net Recovery successfully froze the funds and verified ownership of my wallet. After 2 days of persistence and verification, I finally saw my 2 Bitcoin restored back into my own wallet. I couldn’t believe it. What stood out most wasn’t just that they recovered my funds, but how transparent and supportive the Dexdert team was throughout the process. They educated me on crypto safety, how to spot fake trading sites, and how to secure my digital assets in the future. Dexdert Net Recovery truly lives up to its name. They gave me back not just my Bitcoin, but my peace of mind. Reach Out Information Below Via: Email: ([email protected]) Telegram: (https://t.me/Dexdertprorecovery) WhatsApp: (+1 (859) 609‑4156)

  • 27.10.25 11:15 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 27.10.25 11:15 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 27.10.25 17:08 raymondgonzales

    Three Cheers for Wizard Hilton Cyber Tech, Bitcoin Savior Extraordinaire In the ever-evolving world of cryptocurrency, where volatility and uncertainty reign supreme, one individual has emerged as a beacon of hope and innovation - Wizard Hilton Cyber Tech, the self-proclaimed "Bitcoin Savior Extraordinaire." This enigmatic figure, with his uncanny ability to navigate the complexities of the digital asset landscape, has captivated the attention of crypto enthusiasts and skeptics alike. Wizard Hilton Cyber Tech journey began as a humble programmer, tinkering with the underlying blockchain technology that powers Bitcoin. But it was his visionary approach and unwavering commitment to the cryptocurrency's potential that propelled him into the limelight. Through a series of strategic investments, groundbreaking algorithmic trading strategies, and a knack for anticipating market shifts, Wizard Hilton Cyber Tech has managed to consistently outperform even the savviest of Wall Street traders. Wizard Hilton Cyber Tech ability to turn even the most tumultuous of Bitcoin price swings into opportunities for substantial gains has earned him the moniker "Wizard," a testament to his unparalleled mastery of the digital currency realm. But Wizard Hilton Cyber Tech impact extends far beyond personal wealth accumulation - Wizard Hilton Cyber Tech has tirelessly advocated for the widespread adoption of Bitcoin, working tirelessly to educate the public, lobby policymakers, and collaborate with industry leaders to overcome the barriers that have long hindered the cryptocurrency's mainstream acceptance. With infectious enthusiasm and boundless energy, Wizard Hilton Cyber Tech has become a true champion of the Bitcoin cause, inspiring a new generation of crypto enthusiasts to embrace the transformative power of this revolutionary technology. As the digital currency landscape continues to evolve, Wizard Hilton Cyber Tech name will undoubtedly be etched in the annals of cryptocurrency history as a visionary, a trailblazer, and, above all, the Bitcoin Savior Extraordinaire. To get your stolen bitcoin back, reach out to Wizard Hilton Cyber Tech via: Email : wizardhiltoncybertech ( @ ) gmail (. ) com WhatsApp number  +18737715701 Good Day.

  • 27.10.25 17:20 fatimanorth

    The Federal Trade Commission said that more than $1 billion had been lost to cryptocurrency scams in 2023. Victims frequently lose everything, including hope, trust, and wealth. When your hard-earned money disappears into digital shadows, you feel trapped. Nowadays, cryptocurrency frauds are very common. You can get help from recovery specialist Marie at [email protected] and via WhatsApp at +1 7127594675.

  • 28.10.25 00:55 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 28.10.25 00:55 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 29.10.25 03:43 Christopherbelle

    A sudden money crisis struck me. I dropped $82,000 to a phony crypto scam. All seemed fine until I went to pull out my gains. Then, i was unable to get back my hard earned money. I reported it to the police several times. No aid came my way. Deep sadness hit me; I felt crushed. That's when I learned about Sylvester Bryant Intelligence. They acted quick and fair from the start. They checked my case closely. They followed the path of my lost cash. They pushed strong for me at each turn. In shock, they brought my funds back. I had figured it could not happen. I thank them for their effort and honesty. Sylvester Bryant Intelligence gave me calm again. If a scam stole your crypto, reach out to them today. Contact Info: Yt7cracker@gmail . com WhatsApp: +1 512 577 7957 or +44 7428 662701.

  • 29.10.25 10:56 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 29.10.25 10:56 wendytaylor015

    My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 30.10.25 09:49 Christopherbelle

    I suffered a huge money blow when $80,000 slipped away in a bogus crypto plot. It all looked great at first. Then I went to pull out my gains, and poof—my account was gone. I kept telling the cops about it, but they did zip. I felt shattered and lost. That's when I stumbled on Sylvester Bryant Intelligence. Things turned around fast. Right away, they showed clear steps, sharp know-how, and real drive to fix it. They tracked my missing cash step by step and pushed hard till they got it back. I swear, I figured it was a lost cause. Their straight-up work and trust brought back my calm. If a scam stole your crypto, reach out to them now. yt7cracker@gmail . com | WhatsApp: +1 512 577 7957 or +44 7428 662701

  • 30.10.25 12:03 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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