Multi-taskLearning and Ensemble Approach to Predict Cognitive Scores for Patients with Alzheimer's Disease
Daren Ma, Christabelle Pabalan, Abhejit Rajagopal, Akanksha Akanksha, Yannet Interian, Yang Yang, Ashish Raj
This paper develops a multi-task deep learning model to predict current and future cognitive scores in Alzheimer's patients using MRI and demographic data, achieving high accuracy and interpretability.
bioRxiv · Dec 8, 2021 · PreprintNeuroscience