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Machine Learning-based Prediction of Active Tuberculosis in People With HIV Using Clinical Data.

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Title: Machine Learning-based Prediction of Active Tuberculosis in People With HIV Using Clinical Data.
Authors: Bartl L; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland., Zeeb M; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.; Institute of Medical Virology, University of Zurich, Zurich, Switzerland., Kälin M; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland., Loosli T; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.; Institute of Medical Virology, University of Zurich, Zurich, Switzerland., Notter J; Division of Infectious Diseases, Infection Prevention and Travel Medicine, Cantonal Hospital St. Gallen, St. Gallen, Switzerland., Furrer H; Department of Infectious Diseases, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland., Hoffmann M; Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital Olten, Olten, Switzerland., Hirsch HH; Transplantation & Clinical Virology, University of Basel, Basel, Switzerland., Zangerle R; Department of Dermatology, Venereology and Allergy, Medical University Innsbruck, Innsbruck, Austria., Grabmeier-Pfistershammer K; Department of Dermatology, Medical University Vienna, Vienna, Austria., Knappik M; Department of Respiratory Medicine, Klinik Penzing, Vienna, Austria., Calmy A; HIV Unit, Division of Infectious Diseases, University Hospital Geneva, University of Geneva, Geneva, Switzerland., Fernandez JD; Division of Infectious Diseases, University Hospital Lausanne, University of Lausanne, Lausanne, Switzerland., Labhardt ND; Division Clinical Epidemiology, Department of Clinical Research, University Hospital Basel, Basel, Switzerland., Bernasconi E; Division of Infectious Diseases, Ente Ospedaliero Cantonale, Lugano, Switzerland., Günthard HF; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.; Institute of Medical Virology, University of Zurich, Zurich, Switzerland., Kouyos RD; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.; Institute of Medical Virology, University of Zurich, Zurich, Switzerland., Kusejko K; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.; Institute of Medical Virology, University of Zurich, Zurich, Switzerland., Nemeth J; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.
Source: Clinical infectious diseases : an official publication of the Infectious Diseases Society of America [Clin Infect Dis] 2025 Oct 06; Vol. 81 (3), pp. 521-530.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Oxford University Press Country of Publication: United States NLM ID: 9203213 Publication Model: Print Cited Medium: Internet ISSN: 1537-6591 (Electronic) Linking ISSN: 10584838 NLM ISO Abbreviation: Clin Infect Dis Subsets: MEDLINE
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  Data: Machine Learning-based Prediction of Active Tuberculosis in People With HIV Using Clinical Data.
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  Data: <searchLink fieldCode="AU" term="%22Bartl+L%22">Bartl L</searchLink>; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Zeeb+M%22">Zeeb M</searchLink>; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.; Institute of Medical Virology, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Kälin+M%22">Kälin M</searchLink>; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Loosli+T%22">Loosli T</searchLink>; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.; Institute of Medical Virology, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Notter+J%22">Notter J</searchLink>; Division of Infectious Diseases, Infection Prevention and Travel Medicine, Cantonal Hospital St. Gallen, St. Gallen, Switzerland.<br /><searchLink fieldCode="AU" term="%22Furrer+H%22">Furrer H</searchLink>; Department of Infectious Diseases, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.<br /><searchLink fieldCode="AU" term="%22Hoffmann+M%22">Hoffmann M</searchLink>; Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital Olten, Olten, Switzerland.<br /><searchLink fieldCode="AU" term="%22Hirsch+HH%22">Hirsch HH</searchLink>; Transplantation & Clinical Virology, University of Basel, Basel, Switzerland.<br /><searchLink fieldCode="AU" term="%22Zangerle+R%22">Zangerle R</searchLink>; Department of Dermatology, Venereology and Allergy, Medical University Innsbruck, Innsbruck, Austria.<br /><searchLink fieldCode="AU" term="%22Grabmeier-Pfistershammer+K%22">Grabmeier-Pfistershammer K</searchLink>; Department of Dermatology, Medical University Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Knappik+M%22">Knappik M</searchLink>; Department of Respiratory Medicine, Klinik Penzing, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Calmy+A%22">Calmy A</searchLink>; HIV Unit, Division of Infectious Diseases, University Hospital Geneva, University of Geneva, Geneva, Switzerland.<br /><searchLink fieldCode="AU" term="%22Fernandez+JD%22">Fernandez JD</searchLink>; Division of Infectious Diseases, University Hospital Lausanne, University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Labhardt+ND%22">Labhardt ND</searchLink>; Division Clinical Epidemiology, Department of Clinical Research, University Hospital Basel, Basel, Switzerland.<br /><searchLink fieldCode="AU" term="%22Bernasconi+E%22">Bernasconi E</searchLink>; Division of Infectious Diseases, Ente Ospedaliero Cantonale, Lugano, Switzerland.<br /><searchLink fieldCode="AU" term="%22Günthard+HF%22">Günthard HF</searchLink>; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.; Institute of Medical Virology, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Kouyos+RD%22">Kouyos RD</searchLink>; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.; Institute of Medical Virology, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Kusejko+K%22">Kusejko K</searchLink>; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.; Institute of Medical Virology, University of Zurich, Zurich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Nemeth+J%22">Nemeth J</searchLink>; Department of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.
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  Data: <searchLink fieldCode="JN" term="%229203213%22">Clinical infectious diseases : an official publication of the Infectious Diseases Society of America</searchLink> [Clin Infect Dis] 2025 Oct 06; Vol. 81 (3), pp. 521-530.
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