ADRD onset

pretrained clinical foundation models predict ADRD onset in humans (AUROC 0.719).

“foundation models achieving comparable AUROC of 0.719 (compared to the AUROC of 0.738 of count-based model) at the 36-month horizon”

Humans36 months

Evaluating Clinical Foundation Models for Early Alzheimer's Disease and Related Dementia Prediction from Longitudinal EHRs

medRxiv·3 Sep 2026Preprint

count-based EHR representations predict ADRD onset in humans (AUROC 0.738).

“Count-based models consistently achieved the highest discrimination and calibration across all cohorts and prediction horizons.”

Humans36 months

Evaluating Clinical Foundation Models for Early Alzheimer's Disease and Related Dementia Prediction from Longitudinal EHRs

medRxiv·3 Sep 2026Preprint