Predicting Conversion from Mild Cognitive Impairment to Alzheimer's Disease: A Systematic Review of Deep Learning Models for Early-Stage Disease Classification.
Deep learning models hold considerable potential for predicting MCI-to-AD conversion, yet substantial barriers remain to their translation into routine clinical practice, including lack of diverse datasets, overfitting, and poor model interpretability.
Mozhgan Ghasabi, Hadi S. Aghdasi, M. Feizi-Derakhshi
· Ageing Research Reviews · 0 citations