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Predicting sexually transmitted infections among men who have sex with men in Zimbabwe using deep learning and ensemble machine learning models.

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第一作者： Owen,Mugurungi

第一单位： AIDS and TB Programme, Ministry of Health and Child Care, AIDS & TB Programme, Harare, Zimbabwe.

作者： Owen,Mugurungi ^[1] ; Elliot,Mbunge ^[2] ; Rutendo,Birri-Makota ^[3] ; Innocent,Chingombe ^[4] ; Munyaradzi,Mapingure ^[4] ; Brian,Moyo ^[1] ; Amon,Mpofu ^[5] ; John,Batani ^[6] ; Benhildah,Muchemwa ^[2] ; Chesterfield,Samba ^[7] ; Delight,Murigo ^[7] ; Musa,Sibindi ^[8] ; Enos,Moyo ^[3] ; Tafadzwa,Dzinamarira ^[4] ; Godfrey,Musuka ^[9]

作者单位： AIDS and TB Programme, Ministry of Health and Child Care, AIDS & TB Programme, Harare, Zimbabwe. ^[1] Department of Computer Science, University of Eswatini, P Bag 4 Kwaluseni Campus, Swaziland. ^[2] Department of Medicine, University of Zimbabwe College of Health Sciences, Harare, Zimbabwe. ^[3] ICAP in Zimbabwe, Harare, Zimbabwe. ^[4] National AIDS Commission, Harare, Zimbabwe. ^[5] Faculty of Engineering and Technology, Botho University, Maseru, Lesotho. ^[6] Gays and Lesbians of Zimbabwe, Harare, Zimbabwe. ^[7] Sexual Rights Centre, Bulawayo, Zimbabwe. ^[8] Innovative Public Health and Development, Harare, Zimbabwe.;International Initiative for Impact Evaluation (3ie). Harare, Zimbabwe. ^[9]

DOI 10.1371/journal.pdig.0000541

PMID 38959248

发布时间 2024-07-05

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Predicting sexually transmitted infections among men who have sex with men in Zimbabwe using deep learning and ensemble machine learning models.

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Predicting sexually transmitted infections among men who have sex with men in Zimbabwe using deep learning and ensemble machine learning models.

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