ribaoo Research Daily

Primary papers first · explicit date boundaries · study-design-aware claims

22 July 2026 Medical AI | 22 July primary-source batch
No. 2026-07-22 · date-scoped primary-source batch

DAILY LEAD

AI-ECG Risk Stratification for Atrial Fibrillation: Real-World Performance and Explainability.

Observation and source date: 22 July 2026. This edition uses PubMed Date-Publication records; that field is not a peer-review completion date.

In 665 patients, AI-ECG alone had modest AF-risk discrimination; models including CHADS2/CHA2DS2-VASc performed better, and SHAP ranked CHA2DS2-VASc highest.

AI-ECG may complement, not replace, established risk stratification.

Observation

2026-07-22

Asia/Shanghai

Candidates

32

PubMed Date-Publication

Selected

3

primary sources

Date field

not peer review

scope boundary