Open access
Aug 2026
Long-term type 2 diabetes risk prediction using machine learning with childhood, adolescent, and genetic factors
Late diagnosis of type 2 diabetes increases patient morbidity and healthcare burden, yet current prediction models use adult risk factors to estimate 5–10-year risk. In this manuscript, we evaluate long-term prediction of type 2 diabetes over 38 years using childhood factors and polygenic risk scores (PRSs). Data fro...
Rooholla Poursoleymani, Ioannis Papathanail, Lorenzo Brigato et al.
· Scientific Reports · 0 citations