Progression from mild cognitive impairment to Alzheimer's disease
Disease1 paper1 finding
- Humans1
Associations
1XGBoost model
upin silico1
1 study
XGBoost model
upin silico1
XGBoost model predicts progression from mild cognitive impairment to Alzheimer's disease in silico (AUC-ROC 0.9059 [0.8983–0.9134]; PR-AUC 0.9214 [0.9156–0.9272]).
“an AUC-ROC of 0.9059 [0.8983-0.9134] and PR-AUC of 0.9214 [0.9156-0.9272] for the MCI to AD task.”
In silicoNon-imputed data; mild cognitive impairment at baseline
Model forecasts Alzheimer's progression before diagnosis · medRxiv · 7 Oct 2026 · Preprint
Latest
1medRxivHumansPreprint
Model forecasts Alzheimer's progression before diagnosis
In 15,727 participants, a model detected decline before diagnosis in 22.41% of people progressing from mild cognitive impairment to Alzheimer's…In 15,727 participants, a model detected decline before diagnosis in 22.41% of people progressing from mild cognitive impairment to Alzheimer's disease.