Covariate values per site.

Covariate values per site.

<p>Stacked bar chart showing the percentage of yes/no answers to the covariate questions. Values taken from the cleaned data, split by site and epilepsy diagnostic class.</p> <p>(TIFF)</p>

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Bibliographic Details
Main Author: Ioana Duta (18462981) (author)
Other Authors: Symon M. Kariuki (10575863) (author), Anthony K. Ngugi (7906343) (author), Angelina Kakooza Mwesige (20714882) (author), Honorati Masanja (102691) (author), Daniel M. Mwanga (20037196) (author), Seth Owusu-Agyei (80063) (author), Ryan Wagner (257632) (author), J Helen Cross (10646762) (author), Josemir W. Sander (10946352) (author), Charles R. Newton (7243856) (author), Arjune Sen (73985) (author), Gabriel Davis Jones (8957774) (author)
Published: 2025
Subjects:
Biotechnology
Cancer
Hematology
na &# 239
machine learning algorithms
includes demographic information
demonstrated substantial promise
saharan african sites
iteratively added sites
demographic sites dataset
clinical variables related
active convulsive epilepsy
trained using data
xlink "> single
evaluated model performance
xlink ">
trained personnel
clinical tools
sourced data
local data
predictive model
model weights
model performances
validation analysis
settings beyond
preliminary screening
novel approach
limited resources
intended deployment
increasing number
income countries
generally worse
external performance
epilepsy live
diagnostic process
cultural context
broader implementation
aid screening
05 ).
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