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Application of Generalized Linear Mixed Models with Machine Learning validation for Longitudinal Seizure Count Data: A Clinical Trials in Ethiopia

2026-03-02

Abstract excerpt

<title>Abstract</title> <p>Introduction: Epilepsy is a serious neurological condition that has a significant impact on public health, especially in low-and middle-income countries. Longitudinal seizure count data from clinical trials pose significant analytical clinical trials due to overdispersion, within-subject correlation, and non-normal random-effects distributions. Traditional statistical models often fail...

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Literature Corpus work
bae66624-c197-5600-bcf5-63daf74316de
DOI
10.21203/rs.3.rs-8610618/v1
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Application of Generalized Linear Mixed Models with Machine Learning validation for Longitudinal Seizure Count Data: A Clinical Trials in EthiopiaDOI 10.21203/rs.3.rs-8610618/v1
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