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Shany Biton
Shany Biton
Verified email at campus.technion.ac.il
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Year
Atrial fibrillation risk prediction from the 12-lead electrocardiogram using digital biomarkers and deep representation learning
S Biton, S Gendelman, AH Ribeiro, G Miana, C Moreira, ALP Ribeiro, ...
European Heart Journal-Digital Health 2 (4), 576-585, 2021
372021
Remote atrial fibrillation burden estimation using deep recurrent neural network
A Chocron, J Oster, S Biton, F Mandel, M Elbaz, YY Zeevi, JA Behar
IEEE Transactions on Biomedical Engineering 68 (8), 2447-2455, 2020
302020
Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes
S Biton, M Aldhafeeri, E Marcusohn, K Tsutsui, T Szwagier, A Elias, ...
NPJ Digital Medicine 6 (1), 44, 2023
82023
PhysioZoo ECG: Digital electrocardiography biomarkers to assess cardiac conduction
S Gendelman, S Biton, R Derman, E Zvuloni, J Levy, S Lugassy, ...
2021 Computing in Cardiology (CinC) 48, 1-4, 2021
72021
Effect of temporal resolution on the detection of cardiac arrhythmias using HRV features and machine learning
SB Itzhak, SS Ricon, S Biton, JA Behar, JA Sobel
Physiological Measurement 43 (4), 045002, 2022
42022
Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across ethnicities, ages and sexes
S Biton, M Aldhafeeri, E Marcusohn, K Tsutsui, T Szwagier, A Elias, ...
arXiv preprint arXiv:2207.09667, 2022
32022
A review on atrial fibrillation detection from ambulatory ECG
C Ma, Z Xiao, L Zhao, S Biton, JA Behar, X Long, R Vullings, RM Aarts, ...
IEEE Transactions on Biomedical Engineering, 2023
22023
ArNet-ECG: Deep Learning for the Detection of Atrial Fibrillation from the Raw Electrocardiogram
N Ben-Moshe, S Biton, JA Behar
2022 Computing in Cardiology (CinC) 498, 1-4, 2022
22022
Machine learning for ranking f-wave extraction methods in single-lead ECGs
N Ben-Moshe, S Biton, K Tsutsui, M Suleiman, L Sörnmo, JA Behar
arXiv preprint arXiv:2307.08331, 2023
12023
RawECGNet: Deep Learning Generalization for Atrial Fibrillation Detection from the Raw ECG
N Ben-Moshe, K Tsutsui, S Biton, L Sörnmo, JA Behar
arXiv preprint arXiv:2401.05411, 2023
2023
PhysioZoo: The Open Digital Physiological Biomarkers Resource
JA Behar, J Levy, E Zvuloni, S Gendelman, A Rosenberg, S Biton, ...
2023 Computing in Cardiology (CinC) 50, 1-4, 2023
2023
Estimation of f-wave Dominant Frequency Using a Voting Scheme
S Biton, M Suleiman, NB Moshe, L Sörnmo, JA Behar
2022 Computing in Cardiology (CinC) 498, 1-4, 2022
2022
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