CAP
Key facts
- Parameters
- ~130M
- Venue
- KDD 2026 (Jeju), Aug 9–13, 2026
Summary
Patient-level PPG↔EHR contrastive foundation-style encoder (KDD 2026). Anchors long PPG windows to LLM-distilled clinical semantics from MC-MED ED data; reports strong AF/HR/RR/BP transfer vs SiamQuality / GPT-PPG / PaPaGei.
Datasets used
Source paper
CAP: Towards PPG Universal Representation Learning with Patient-level Supervision