Investigating automated regression models for estimating left ventricular ejection fraction levels in heart failure patients using circadian ECG features.

Autor: Al Younis SM; Department of Biomedical Engineering, Healthcare Engineering Innovation Centre (HEIC), Khalifa University, Abu Dhabi, United Arab Emirates., Hadjileontiadis LJ; Department of Biomedical Engineering, Healthcare Engineering Innovation Centre (HEIC), Khalifa University, Abu Dhabi, United Arab Emirates.; Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece., Al Shehhi AM; Department of Biomedical Engineering, Healthcare Engineering Innovation Centre (HEIC), Khalifa University, Abu Dhabi, United Arab Emirates., Stefanini C; Creative Engineering Design Lab at the BioRobotics Institute, Applied Experimental Sciences Scuola Superiore Sant'Anna, Pontedera (Pisa), Italy., Alkhodari M; Department of Biomedical Engineering, Healthcare Engineering Innovation Centre (HEIC), Khalifa University, Abu Dhabi, United Arab Emirates.; Cardiovascular Clinical Research Facility, Radcliffe Department of Medicine, University of Oxford, Oxford, United Kingdom., Soulaidopoulos S; First Cardiology Department, School of Medicine, 'Hippokration' General Hospital, National and Kapodistrian University of Athens, Athens, Greece., Arsenos P; First Cardiology Department, School of Medicine, 'Hippokration' General Hospital, National and Kapodistrian University of Athens, Athens, Greece., Doundoulakis I; First Cardiology Department, School of Medicine, 'Hippokration' General Hospital, National and Kapodistrian University of Athens, Athens, Greece., Gatzoulis KA; First Cardiology Department, School of Medicine, 'Hippokration' General Hospital, National and Kapodistrian University of Athens, Athens, Greece., Tsioufis K; First Cardiology Department, School of Medicine, 'Hippokration' General Hospital, National and Kapodistrian University of Athens, Athens, Greece., Khandoker AH; Department of Biomedical Engineering, Healthcare Engineering Innovation Centre (HEIC), Khalifa University, Abu Dhabi, United Arab Emirates.

Publikováno v: PloS one [PLoS One] 2023 Dec 11; Vol. 18 (12), pp. e0295653. Date of Electronic Publication: 2023 Dec 11 (Print Publication: 2023).