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Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project.
JMIR Med Educ. 2024 Jan 16;10:e51388. doi: 10.2196/51388.
JMIR Med Educ. 2024.
PMID: 38227356
Free PMC article.
The Health Gym: synthetic health-related datasets for the development of reinforcement learning algorithms.
Kuo NI, Polizzotto MN, Finfer S, Garcia F, Sönnerborg A, Zazzi M, Böhm M, Kaiser R, Jorm L, Barbieri S.
Kuo NI, et al.
Sci Data. 2022 Nov 11;9(1):693. doi: 10.1038/s41597-022-01784-7.
Sci Data. 2022.
PMID: 36369205
Free PMC article.
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Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV.
Kuo NI, Garcia F, Sönnerborg A, Böhm M, Kaiser R, Zazzi M; EuResist Network study group; Polizzotto M, Jorm L, Barbieri S.
Kuo NI, et al.
J Biomed Inform. 2023 Aug;144:104436. doi: 10.1016/j.jbi.2023.104436. Epub 2023 Jul 13.
J Biomed Inform. 2023.
PMID: 37451495
Free article.
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Rule-Based Natural Language Processing Pipeline to Detect Medication-Related Named Entities: Insights for Transfer Learning.
Wong ZSY, Waters N; Data Artist Team; Kuo NI, Liu J.
Wong ZSY, et al. Among authors: kuo ni.
Stud Health Technol Inform. 2024 Jan 25;310:584-588. doi: 10.3233/SHTI231032.
Stud Health Technol Inform. 2024.
PMID: 38269876
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