Feature importance: Opening a soil-transmitted helminth machine learning model via SHAP-Reference-Cited by-同舟云学术

Feature importance: Opening a soil-transmitted helminth machine learning model via SHAP

Published:2022-03 Issue:1 Volume:7 Page:262-276
ISSN:2468-0427
Container-title:Infectious Disease Modelling
language:en
Short-container-title:Infectious Disease Modelling

Author:

Scavuzzo Carlos Matias^ORCID,Scavuzzo Juan Manuel,Campero Micaela Natalia^ORCID,Anegagrie Melaku,Aramendia Aranzazu Amor^ORCID,Benito Agustín,Periago Victoria

Funder

Instituto de Salud Carlos III

Fundación Mundo Sano

Publisher

Elsevier BV

Subject

Applied Mathematics,Infectious Diseases,Health Policy

Reference70 articles.

1. Epidemiology of soil-transmitted helminths, schistosoma mansoni, and haematocrit values among schoolchildren in Ethiopia;Abera;J Infect Dev Ctries,2013

2. Risk map development for soil-transmitted helminth infections in Argentina;Alvarez Di Fino;PLoS Neglected Tropical Diseases,2020

3. High prevalence of strongyloides stercoralis in school-aged children in a rural highland of north-western Ethiopia: The role of intensive diagnostic work-up;Amor;Parasites & Vectors,2016

4. Environmental characteristics around the household are strongly associated with hookworm infection in rural communities from bahir dar, amhara region, Ethiopia;Anegagrie;Actualizar,2020

5. Environmental characteristics around the household and their association with hookworm infection in rural communities from bahir dar, amhara region, Ethiopia;Anegagrie;PLoS Neglected Tropical Diseases,2021

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