Prediction of Vitamin D Deficiency in Older Adults: The Role of Machine Learning Models.
John D SluyterYoshihiko RaitaKohei HasegawaIan R ReidRobert ScraggCarlos A CamargoPublished in: The Journal of clinical endocrinology and metabolism (2022)
Compared with conventional models, ML models predicted 25(OH)D <50 nmol/L with similar accuracy but they predicted 25(OH)D <25 nmol/L with greater accuracy. The latter finding suggests a role for ML models in participant selection for vitamin D supplement trials.