Browsing College of Health Sciences (CHS) by Subject "Machine Learning"
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A machine learning approach to predict E. coli antibacterial resistance using whole-genome sequencing data
(Makerere University, 2023)Background: Antimicrobial resistance (AMR) is a significant global health threat, particularly impacting low- and middle-income countries(LMICS) such as Uganda, where reliable and rapid methods for detecting AMR in E. coli ... -
Predicting switch to second-line antiretroviral therapy regimen: A comparison of the traditional linear classification methods and advance nonlinear machine learning algorithms
(Makerere University, 2022)Introduction: Due to changes in data patterns, self-learning approaches have been adopted in research which is commonly known as Machine Learning (ML). ML has been used previously to predict health outcomes such as early ...