The utility of a machine learning model in identifying people at high risk of type 2 diabetes mellitus.

Abdullah AlkattanAbdullah Al-ZeerFahad AlsaawiAlanoud AlyahyaRaghad AlnasserRaoom AlsarhanMona AlmusawiDeemah AlabdulaaliNagla MahmoudRami Al-JafarFaisal AldayelMustafa HassaneinAlhan HajiAbdulrahman AlsheikhAmal AlfaifiElfadil ElkagamAhmed AlfridiAmjad AlfalehKhaled AlabdulkareemNashwa RadwanEdward W Gregg

Published in: Expert review of endocrinology & metabolism (2024)

The current study reveals a new ML model proposed for population-level classification that can be an adequate tool for identifying those at high risk of T2DM or who already have T2DM but have not been diagnosed.

Keyphrases

machine learning
deep learning
artificial intelligence
big data
type diabetes
metabolic syndrome
skeletal muscle