Article

Predicting the Onset of Type 2 Diabetes (T2D) Based on Genetic and Clinical Risk Factors Using XGBoost ML Model

2025-11-26

Abstract excerpt

Both hereditary and clinical risk factors influence development of T2D. Currently a rich body of research exists about the effect of the clinical factors on T2D, but less is known about how genetic factors influence the development of T2D. Therefore, we used an AI trained ML algorithm to better understand how genetic variants influence the development of T2D in the presence of high, moderate, and low risk clinical...

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Literature Corpus work: 909e4438-5d01-5d79-a4c6-1fe844775a4b
DOI: 10.20944/preprints202511.2060.v1

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