Author

Pon Deepika

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Open access Aug 2026

A Biologically Constrained Continuous-Time Framework for Long-Horizon Cognition Forecasting in Alzheimer's Disease

Results demonstrate that embedding biological disease mechanisms within continuous-time deep learning improves the accuracy, biological plausibility, and clinical utility of long-horizon cognitive forecasting.

P. Deepika, S. Sunkari, S. Upadhyayula et al. · medRxiv · 0 citations