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

Autor: Rachel Sippy, Daniel F Farrell, Daniel A Lichtenstein, Ryan Nightingale, Megan A Harris, Joseph Toth, Paris Hantztidiamantis, Nicholas Usher, Cinthya Cueva Aponte, Julio Barzallo Aguilar, Anthony Puthumana, Christina D Lupone, Timothy Endy, Sadie J Ryan, Anna M Stewart Ibarra

Publikováno v: PLoS Neglected Tropical Diseases, Vol 14, Iss 2, p e0007969 (2020)

BACKGROUND:Dengue, chikungunya, and Zika are arboviruses of major global health concern. Decisions regarding the clinical management of suspected arboviral infection are challenging in resource-limited settings, particularly when deciding on patient

Externí odkaz: https://doaj.org/article/3423d32c73054a53b34eb28958683a4b

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

Autor: Ryan Nightingale, Rachel Sippy, Daniel A. Lichtenstein, Nicholas Usher, Anna M. Stewart Ibarra, Joseph Toth, Cinthya Cueva Aponte, Christina D. Lupone, Julio Barzallo Aguilar, Anthony Puthumana, Megan A. Harris, Daniel F. Farrell, Paris Hantztidiamantis, Timothy P. Endy, Sadie J. Ryan

Publikováno v: PLoS Neglected Tropical Diseases, Vol 14, Iss 2, p e0007969 (2020)
PLoS Neglected Tropical Diseases

Background Dengue, chikungunya, and Zika are arboviruses of major global health concern. Decisions regarding the clinical management of suspected arboviral infection are challenging in resource-limited settings, particularly when deciding on patient

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d8caa584f7b57b49996d435fc433f3e0
https://doaj.org/article/3423d32c73054a53b34eb28958683a4b

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

Autor: Sippy, Rachel^1,2,3 (AUTHOR) sippyr@upstate.edu, Farrell, Daniel F.⁴ (AUTHOR), Lichtenstein, Daniel A.⁴ (AUTHOR), Nightingale, Ryan⁴ (AUTHOR), Harris, Megan A.⁴ (AUTHOR), Toth, Joseph⁴ (AUTHOR), Hantztidiamantis, Paris⁴ (AUTHOR), Usher, Nicholas⁵ (AUTHOR), Cueva Aponte, Cinthya¹ (AUTHOR), Barzallo Aguilar, Julio⁶ (AUTHOR), Puthumana, Anthony⁴ (AUTHOR), Lupone, Christina D.¹ (AUTHOR), Endy, Timothy^1,7 (AUTHOR), Ryan, Sadie J.^2,3 (AUTHOR), Stewart Ibarra, Anna M.^1,7 (AUTHOR) sippyr@upstate.edu

Publikováno v: PLoS Neglected Tropical Diseases. 2/14/2020, Vol. 14 Issue 2, p1-20. 20p.