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Mehari, Temesgen and Sundar, Ashish and Bosnjakovic, Alen and Harris, Peter M. and Williams, Steven E. and Loewe, Axel and Dössel, Olaf and Nagel, Claudia and Strodthoff, Nils and Aston, Philip J. (2024) ECG feature importance rankings: cardiologists vs. algorithms. IEEE journal of biomedical and health informatics. pp. 1-11. ISSN 2168-2208
Mehari, Temesgen and Strodthoff, Nils (2023) Towards quantitative precision for ECG analysis: leveraging state space models, self-supervision and patient metadata. IEEE journal of biomedical and health informatics, 27 (11). pp. 5326-5334. ISSN 2168-2194 - 2168-2208
Strodthoff, Nils and Mehari, Temesgen and Nagel, Claudia and Aston, Philip J. and Sundar, Ashish and Graff, Claus and Kanters, Jørgen K. and Haverkamp, Wilhelm and Dössel, Olaf and Loewe, Axel and Bär, Markus and Schaeffter, Tobias (2023) PTB-XL+, a comprehensive electrocardiographic feature dataset. Scientific data, 10 (1). p. 279. ISSN 2052-4463
Aston, Philip J. and Mehari, Temesgen and Bosnjakovic, Alen and Harris, Peter M. and Sundar, Ashish and Williams, Steven E. and Dössel, Olaf and Loewe, Axel and Nagel, Claudia and Strodthoff, Nils (2022) Multi-class ECG feature importance rankings: cardiologists vs. algorithms. Computing in cardiology, 49. pp. 1-4.
Mehari, Temesgen and Strodthoff, Nils (2022) Self-supervised representation learning from 12-lead ECG data. Computers in biology and medicine, 141. p. 105114. ISSN 0010-4825 - 1879-0534
Mehari, Temesgen and Strodthoff, Nils (2022) Advancing the state-of-the-art for ECG analysis through structured state space models. In: Machine Learning for Health (ML4H) symposium 2022, November 28th, 2022, New Orleans, United States & Virtual.
