Prediction of the risk of cytopenia in hospitalized HIV/AIDS patients using machine learning methods based on electronic medical records

Prediction of the risk of cytopenia in hospitalized HIV/AIDS patients using machine learning methods based on electronic medical records

BackgroundCytopenia is a frequent complication among HIV-infected patients who require hospitalization. It can have a negative impact on the treatment outcomes for these patients. However, by leveraging machine learning techniques and electronic medical records, a predictive model can be developed t...

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Bibliographic Details
Main Authors: Liling Huang, Bo Xie, Kai Zhang, Yuanlong Xu, Lingsong Su, Yu Lv, Yangjie Lu, Jianqiu Qin, Xianwu Pang, Hong Qiu, Lanxiang Li, Xihua Wei, Kui Huang, Zhihao Meng, Yanling Hu, Jiannan Lv
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Public Health
Subjects:
HIV
cytopenia
anemia
thrombocytopenia
leukopenia
electronic medical records
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2023.1184831/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2023.1184831/full

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