PulseBound: Future-Beat State Forecasting Under an Explicit Information Boundary
cs.AI
Submitted: 2026-10-08
Updated: 2026-10-12
Sources
- SIGMA-PPG: Statistical-prior Informed Generative Masking Architecture for PPG Foundation Model
- Rhythm-Structured Predictive Learning for Remote Photoplethysmography
- Representation Learning with Contrastive Predictive Coding
- Smartwatch Photoplethysmography-Derived Heart Age via ECG-Guided Cross-Modal Pretraining as a Digital Biomarker of Vascular Aging
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