BioinformaticsbioRxivPreprint
Evaluating Long-Range Temporal Structure in Foundation Model-Based Forecasts of Heartbeat Dynamics
Adrian Serapio, Bharath Ramsundar, Sandya Subramanian
This study evaluates how well Time-Series Foundation Models predict heartbeat dynamics and finds they fail to capture long-range temporal dependencies, leading to increasing prediction errors over time.
DOI 10.64898/2026.05.25.727760