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Unsupervised machine learning predicts future sexual behaviour and sexually transmitted infections among HIV-positive men who have sex with men.

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作者单位: Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland. [1] Institute of Medical Virology, University of Zurich, Zurich, Switzerland. [2] Department of Infectious Diseases, Bern University Hospital Inselspital, University of Bern, Bern, Switzerland. [3] Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital St. Gallen, St. Gallen, Switzerland. [4] Sigma Research, London School of Hygiene and Tropical Medicine, United Kingdom. [5] Research, Teaching and Development, Schulthess Clinic, Zurich, Switzerland. [6] HIV Unit, Infectious Diseases Division, Department of Medicine, University Hospital of Geneva, Switzerland. [7] Infectious Diseases Service, Department of Medicine, University Hospital of Lausanne (CHUV), Switzerland. [8] Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland. [9] Basel Institute for Clinical Epidemiology and Biostatistics, University Hospital Basel, University of Basel, Basel, Switzerland. [10] Division of Analytical and Research Services, Department of Informatics, University Hospital Basel, Basel, Switzerland. [11] Division of Infectious Diseases, Lugano Regional Hospital, Lugano, Switzerland. [12]
DOI 10.1371/journal.pcbi.1010559
PMID 36302041
发布时间 2022-11-16
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