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Circadian assessment of heart failure using explainable deep learning and novel multi-parameter polar images.
Alkhodari M, Khandoker AH, Jelinek HF, Karlas A, Soulaidopoulos S, Arsenos P, Doundoulakis I, Gatzoulis KA, Tsioufis K, Hadjileontiadis LJ. Alkhodari M, et al. Among authors: khandoker ah. Comput Methods Programs Biomed. 2024 May;248:108107. doi: 10.1016/j.cmpb.2024.108107. Epub 2024 Mar 6. Comput Methods Programs Biomed. 2024. PMID: 38484409 Free article.
Investigating automated regression models for estimating left ventricular ejection fraction levels in heart failure patients using circadian ECG features.
Al Younis SM, Hadjileontiadis LJ, Al Shehhi AM, Stefanini C, Alkhodari M, Soulaidopoulos S, Arsenos P, Doundoulakis I, Gatzoulis KA, Tsioufis K, Khandoker AH. Al Younis SM, et al. Among authors: khandoker ah. PLoS One. 2023 Dec 11;18(12):e0295653. doi: 10.1371/journal.pone.0295653. eCollection 2023. PLoS One. 2023. PMID: 38079417 Free PMC article.
Prediction of heart failure patients with distinct left ventricular ejection fraction levels using circadian ECG features and machine learning.
Al Younis SM, Hadjileontiadis LJ, Khandoker AH, Stefanini C, Soulaidopoulos S, Arsenos P, Doundoulakis I, Gatzoulis KA, Tsioufis K. Al Younis SM, et al. Among authors: khandoker ah. PLoS One. 2024 May 13;19(5):e0302639. doi: 10.1371/journal.pone.0302639. eCollection 2024. PLoS One. 2024. PMID: 38739639 Free PMC article.
139 results