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Employment (1)

Medical University of South Carolina: Charleston, South Carolina, US

Postdoc
Employment
Source: Self-asserted source
Dmitry Scherbakov

Works (9)

Machine learning in healthcare citizen science: A scoping review

International Journal of Medical Informatics
2025-03 | Journal article
DOI: 10.1016/j.ijmedinf.2024.105766
Contributors: Ranga Baminiwatte; Blessing Torsu; Dmitry Scherbakov; Abolfazl Mollalo; Jihad S. Obeid; Alexander V. Alekseyenko; Leslie A. Lenert
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Natural Language Processing and Social Determinants of Health in Mental Health Research: AI-Assisted Scoping Review

JMIR Mental Health
2025-01-16 | Journal article
DOI: 10.2196/67192
Contributors: Dmitry A Scherbakov; Nina C Hubig; Leslie A Lenert; Alexander V Alekseyenko; Jihad S Obeid
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Application of Intersectionality Framework and Area-level Indicators in Machine Learning Analysis of Depression Disparities in All of Us Research Program Data

2024-12-03 | Preprint
DOI: 10.21203/rs.3.rs-5536130/v1
Contributors: Dmitry Scherbakov; Michael T. Marrone; Leslie A. Lenert; Alexander V. Alekseyenko
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Machine Learning in Healthcare Citizen Science: A Scoping Review

2024-11-08 | Preprint
DOI: 10.21203/rs.3.rs-5405336/v1
Contributors: Ranga Baminiwatte; Blessing Torsu; Dmitry Scherbakov; Abolfazl Mollalo; Jihad S. Obeid; Alexander V. Alekseyenko; Leslie A. Lenert
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Crossref

Natural Language Processing and Social Determinants of Health in Mental Health Research: An Artificial Intelligence Assisted Scoping Review (Preprint)

2024-10-04 | Preprint
DOI: 10.2196/preprints.67192
Contributors: Dmitry Scherbakov; Nina Hubig; Leslie Andrew Lenert; Alexander V. Alekseyenko; Jihad S. Obeid
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Impact of Stressful Life Events on Preventive Colon Cancer Screening Adherence: Large Language Model Approach (Preprint)

2024-09-06 | Preprint
DOI: 10.2196/preprints.66230
Contributors: Dmitry Scherbakov; Paul M. Heider; Ramsey Wehbe; Alexander V. Alekseyenko; Leslie A. Lenert; Jihad S. Obeid
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Stressful life events in electronic health records: a scoping review

Journal of the American Medical Informatics Association
2024-04-03 | Journal article
DOI: 10.1093/jamia/ocae023
Contributors: Dmitry Scherbakov; Abolfazl Mollalo; Leslie Lenert
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Defining suffering in pain. A systematic review on pain-related suffering using natural language processing

Pain
2024-03-05 | Journal article
DOI: 10.1097/j.pain.0000000000003195
Part of ISSN: 0304-3959
Part of ISSN: 1872-6623
Contributors: Niklas Noe-Steinmüller; Dmitry Scherbakov; Alexandra Zhuravlyova; Tor D. Wager; Pavel Goldstein; Jonas Tesarz
Source: Self-asserted source
Dmitry Scherbakov

Self-Reported Pain Treatment Practices Among U.S. and Canadian Adults: Findings From a Population Survey

Innovation in Aging
2023-12-12 | Journal article
DOI: 10.1093/geroni/igad103
Contributors: Anna Zajacova; Alvaro Pereira Filho; Merita Limani; Hanna Grol-Prokopczyk; Zachary Zimmer; Dmitry Scherbakov; Roger B Fillingim; Mark D Hayward; Ian Gilron; Gary J Macfarlane et al.
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Peer review (1 review for 1 publication/grant)

Review activity for Communications medicine. (1)
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