Severity Index for Suspected Arbovirus (SISA): Machine learning for accurate prediction of hospitalization in subjects suspected of arboviral infection.

Autor: Sippy R; Institute for Global Health and Translational Science, SUNY Upstate Medical University, Syracuse, New York, United States of America.; Quantitative Disease Ecology and Conservation Lab, Department of Geography, University of Florida, Gainesville, Florida, United States of America.; Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America., Farrell DF; College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America., Lichtenstein DA; College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America., Nightingale R; College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America., Harris MA; College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America., Toth J; College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America., Hantztidiamantis P; College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America., Usher N; Office of Undergraduate Biology, Cornell University, Ithaca, New York, United States of America., Cueva Aponte C; Institute for Global Health and Translational Science, SUNY Upstate Medical University, Syracuse, New York, United States of America., Barzallo Aguilar J; Teófilo Dávila Hospital, Ministry of Health, Machala, El Oro Province, Ecuador., Puthumana A; College of Medicine, MD Program, SUNY Upstate Medical University, Syracuse, New York, United States of America., Lupone CD; Institute for Global Health and Translational Science, SUNY Upstate Medical University, Syracuse, New York, United States of America., Endy T; Institute for Global Health and Translational Science, SUNY Upstate Medical University, Syracuse, New York, United States of America.; Department of Medicine, SUNY Upstate Medical University, Syracuse, New York, United States of America., Ryan SJ; Quantitative Disease Ecology and Conservation Lab, Department of Geography, University of Florida, Gainesville, Florida, United States of America.; Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America., Stewart Ibarra AM; Institute for Global Health and Translational Science, SUNY Upstate Medical University, Syracuse, New York, United States of America.; Department of Medicine, SUNY Upstate Medical University, Syracuse, New York, United States of America.

Publikováno v: PLoS neglected tropical diseases [PLoS Negl Trop Dis] 2020 Feb 14; Vol. 14 (2), pp. e0007969. Date of Electronic Publication: 2020 Feb 14 (Print Publication: 2020).