Validation of AI-enhanced ECG image analysis for identifying extreme cardiac magnetic resonance metrics in a cross-ethnic UK biobank study.

Saved in:
Bibliographic Details
Title: Validation of AI-enhanced ECG image analysis for identifying extreme cardiac magnetic resonance metrics in a cross-ethnic UK biobank study.
Authors: Kim Y; Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea., Lee H; Department of Emergency Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.; ARPI Inc., Seongnam, Republic of Korea., Choi HM; Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea., Hwang IC; Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea., Kim J; Department of Emergency Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.; ARPI Inc., Seongnam, Republic of Korea., Lee JH; Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea., Oh IY; Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea., Lee H; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.; Division of Cardiology, Department of Internal Medicine, Seoul National University Hospital Healthcare System Gangnam Center, 152 Teheran-ro, Gangnam-gu, Seoul, Republic of Korea., Choi SY; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.; Division of Cardiology, Department of Internal Medicine, Seoul National University Hospital Healthcare System Gangnam Center, 152 Teheran-ro, Gangnam-gu, Seoul, Republic of Korea., Rhee TM; Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea. imcrtm@gmail.com.; Division of Cardiology, Department of Internal Medicine, Seoul National University Hospital Healthcare System Gangnam Center, 152 Teheran-ro, Gangnam-gu, Seoul, Republic of Korea. imcrtm@gmail.com., Cho Y; Division of Cardiology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea. cho_y@snubh.org.; ARPI Inc., Seongnam, Republic of Korea. cho_y@snubh.org.; Cardiovascular Center, Seoul National University Bundang Hospital, 82 Gumi-ro-173-gil, Bundang, Seongnam, Gyeonggi, 13620, Republic of Korea. cho_y@snubh.org.
Source: Scientific reports [Sci Rep] 2026 Mar 04; Vol. 16 (1). Date of Electronic Publication: 2026 Mar 04.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2045-2322
DOI:10.1038/s41598-026-41824-5