Predictive ability of current machine learning algorithms for type 2 diabetes mellitus: A meta-analysis.
Satoru KodamaKazuya FujiharaChika HorikawaMasaru KitazawaMidori IwanagaKiminori KatoKenichi WatanabeYoshimi NakagawaTakashi MatsuzakaHitoshi ShimanoHirohito SonePublished in: Journal of diabetes investigation (2022)
Current ML algorithms have sufficient ability to help clinicians determine whether individuals will develop type 2 diabetes mellitus in the future. However, persons should be cautious before changing their attitude toward future diabetes risk after learning the result of the diabetes prediction test using ML algorithms.