Joachim A. Behar

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 41

Top Topics

Atrial Fibrillation

Top Venues

IEEE Trans. Biomed. Eng.

npj Digit. Medicine

Publications

Caiyun Ma, Zhijun Xiao, Lina Zhao, Shany Biton, Joachim A. Behar, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
A Review on Atrial Fibrillation Detection From Ambulatory ECG. IEEE Trans. Biomed. Eng. 71 (3) (2024)
Noam Ben-Moshe, Kenta Tsutsui, Shany Biton, Leif Sörnmo, Joachim A. Behar
RawECGNet: Deep Learning Generalization for Atrial Fibrillation Detection from the Raw ECG. CoRR (2024)
Kenta Tsutsui, Shany Biton Brimer, Noam Ben-Moshe, Jean Marc Sellal, Julien Oster, Hitoshi Mori, Yoshifumi Ikeda, Takahide Arai, Shintaro Nakano, Ritsushi Kato, Joachim A. Behar
SHDB-AF: a Japanese Holter ECG database of atrial fibrillation. CoRR (2024)
Shirel Attia, Revital Shani Hershkovich, Alissa Tabakhov, Angeleene Ang, Sharon Haimov, Riva Tauman, Joachim A. Behar
SleepPPG-Net2: Deep learning generalization for sleep staging from photoplethysmography. CoRR (2024)
Jonathan Fhima, Jan Van Eijgen, Hana Kulenovic, Valérie Debeuf, Marie Vangilbergen, Marie-Isaline Billen, Heloïse Brackenier, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images. CoRR (2023)
Marton A. Goda, Peter H. Charlton, Joachim A. Behar
pyPPG: A Python toolbox for comprehensive photoplethysmography signal analysis. CoRR (2023)
Theogene Habineza, Antônio H. Ribeiro, Daniel Gedon, Joachim A. Behar, Antônio Luiz Pinho Ribeiro, Thomas B. Schön
End-to-end Risk Prediction of Atrial Fibrillation from the 12-Lead ECG by Deep Neural Networks. CoRR (2023)
Or Abramovich, Hadas Pizem, Jan Van Eijgen, Ilan Oren, Joshua Melamed, Ingeborg Stalmans, Eytan Blumenthal, Joachim A. Behar
FundusQ-Net: A regression quality assessment deep learning algorithm for fundus images quality grading. Comput. Methods Programs Biomed. 239 (2023)
Kevin Kotzen, Peter H. Charlton, Sharon Salabi, Lea Amar, Amir Landesberg, Joachim A. Behar
SleepPPG-Net: A Deep Learning Algorithm for Robust Sleep Staging From Continuous Photoplethysmography. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Joachim A. Behar, Jeremy Levy, Leo Anthony Celi
Generalization in medical AI: a perspective on developing scalable models. CoRR (2023)
Yevgeniy Men, Jonathan Fhima, Leo Anthony Celi, Lucas Zago Ribeiro, Luis Filipe Nakayama, Joachim A. Behar
DRStageNet: Deep Learning for Diabetic Retinopathy Staging from Fundus Images. CoRR (2023)
Shany Biton, Mohsin Aldhafeeri, Erez Marcusohn, Kenta Tsutsui, Tom Szwagier, Adi Elias, Julien Oster, Jean-Marc Sellal, Mahmoud Suleiman, Joachim A. Behar
Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes. npj Digit. Medicine 6 (2023)
Joachim A. Behar, Jeremy Levy, Eran Zvuloni, Sheina Gendelman, Aviv Rosenberg, Shany Biton, Raphaël Derman, Jonathan A. Sobel, Alexandra Alexandrovich, Peter H. Charlton, Márton Áron Goda
PhysioZoo: The Open Digital Physiological Biomarkers Resource. CinC (2023)
Eran Zvuloni, Jesse Read, Antônio H. Ribeiro, Antônio Luiz P. Ribeiro, Joachim A. Behar
On Merging Feature Engineering and Deep Learning for Diagnosis, Risk Prediction and Age Estimation Based on the 12-Lead ECG. IEEE Trans. Biomed. Eng. 70 (7) (2023)
Marton A. Goda, Peter H. Charlton, Joachim A. Behar
Robust Peak Detection for Photoplethysmography Signal Snalysis. CinC (2023)
Márton Áron Goda, Ron Beloosesky, Chen B. David, Zeev Weiner, Joachim A. Behar
Case Study: Fetal Breathing Movements as a Proxy for Fetal Lung Maturity Estimation. CinC (2023)
Or Abramovich, Hadas Pizem, Jan Van Eijgen, Ingeborg Stalmans, Eytan Blumenthal, Joachim A. Behar
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading. CoRR (2022)
Jonathan Fhima, Jan Van Eijgen, Ingeborg Stalmans, Yevgeniy Men, Moti Freiman, Joachim A. Behar
PVBM: A Python Vasculature Biomarker Toolbox Based on Retinal Blood Vessel Segmentation. ECCV Workshops (3) (2022)
Shany Biton, Mahmoud Suleiman, Noam Ben Moshe, Leif Sörnmo, Joachim A. Behar
Estimation of f-wave Dominant Frequency Using a Voting Scheme. CinC (2022)
Jonathan Fhima, Jan Van Eijgen, Ingeborg Stalmans, Yevgeniy Men, Moti Freiman, Joachim A. Behar
PVBM: A Python Vasculature Biomarker Toolbox Based On Retinal Blood Vessel Segmentation. CoRR (2022)
Kevin Kotzen, Peter H. Charlton, Sharon Salabi, Amir Landesberg, Joachim A. Behar
SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography. CoRR (2022)
Noam Ben-Moshe, Shany Biton, Joachim A. Behar
ArNet-ECG: Deep Learning for the Detection of Atrial Fibrillation from the Raw Electrocardiogram. CinC (2022)
Shany Biton, Mohsin Aldhafeeri, Erez Marcusohn, Kenta Tsutsui, Tom Szwagier, Adi Elias, Julien Oster, Jean-Marc Sellal, Mahmoud Suleiman, Joachim A. Behar
Generalizable and Robust Deep Learning Algorithm for Atrial Fibrillation Diagnosis Across Ethnicities, Ages and Sexes. CoRR (2022)
Eran Zvuloni, Sheina Gendelman, Sanghamitra Mohanty, Jason Lewen, Andrea Natale, Joachim A. Behar
Atrial Fibrillation Recurrence Risk Prediction From 12-Lead ECG Recorded Pre- and Post-Ablation Procedure. CinC (2022)
Eran Zvuloni, Sheina Gendelman, Sanghamitra Mohanty, Jason Lewen, Andrea Natale, Joachim A. Behar
Atrial Fibrillation Recurrence Risk Prediction from 12-lead ECG Recorded Pre- and Post-Ablation Procedure. CoRR (2022)
Jonathan Fhima, Jan Van Eijgen, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar
Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations. CinC (2022)
Eran Zvuloni, Jesse Read, Antônio H. Ribeiro, Antônio Luiz P. Ribeiro, Joachim A. Behar
On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG. CoRR (2022)
Raphael Azriel, Cecil D. Hahn, Thomas De Cooman, Sabine Van Huffel, Eric T. Payne, Kristin L. McBain, Danny Eytan, Joachim A. Behar
Machine Learning to Support Triage of Children at Risk for Epileptic Seizures in the Pediatric Intensive Care Unit. CoRR (2022)
Jonathan A. Sobel, Ronit Almog, Leo Anthony Celi, Michal Gaziel Yablowitz, Danny Eytan, Joachim A. Behar
Building Trust: Lessons from the Technion-Rambam Machine Learning in Healthcare Datathon Event. CoRR (2022)
Jonathan Fhima, Jan Van Eijgen, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar
Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations. CoRR (2022)
Jeremy Levy, Daniel Álvarez, Aviv A. Rosenberg, Alexandra Alexandrovich, Félix del Campo, Joachim A. Behar
Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use. npj Digit. Medicine 4 (2021)
Armand Chocron, Julien Oster, Shany Biton, Franck Mandel, Meyer Elbaz, Yehoshua Y. Zeevi, Joachim A. Behar
Remote Atrial Fibrillation Burden Estimation Using Deep Recurrent Neural Network. IEEE Trans. Biomed. Eng. 68 (8) (2021)
Kevin Kotzen, Peter H. Charlton, Amir Landesberg, Joachim A. Behar
Benchmarking Photoplethysmography Peak Detection Algorithms Using the Electrocardiogram Signal as a Reference. CinC (2021)
Sheina Gendelman, Shany Biton, Raphaël Derman, Eran Zvuloni, Jeremy Levy, Snir Lugassy, Alexandra Alexandrovich, Joachim A. Behar
PhysioZoo ECG: Digital electrocardiography biomarkers to assess cardiac conduction. CinC (2021)
David Assaraf, Jeremy Levy, Janmajay Singh, Armand Chocron, Joachim A. Behar
Classification of 12-lead ECGs Using Digital Biomarkers and Representation Learning. CinC (2020)
Joachim A. Behar, Chengyu Liu, Kenta Tsutsui, Valentina D. A. Corino, Janmajay Singh, Marco A. F. Pimentel, Walter Karlen, Philip Warrick, Sebastian Zaunseder, Fernando Andreotti, Maxim Osipov, Patrick E. McSharry, Kevin Kotzen, Chandan K. Karmakar, Gari D. Clifford
Remote health monitoring in the time of COVID-19. CoRR (2020)
Jeremy Levy, Daniel Álvarez, Félix del Campo, Joachim A. Behar
Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers. CoRR (2020)
Joachim A. Behar, Zeev Weiner, Philip Warrick
Special Session on Computational Fetal Monitoring. CinC (2019)
Joachim A. Behar, Ori Shemla, Ido Weiser-Bitoun, Aviv Rosenberg, Yael Yaniv
Adding Two Dimensions to Heart Rate Variability Research. CinC (2018)
Joachim A. Behar, Niclas Palmius, Jonathan Daly, Qiao Li, Fabiola Rizzatti, Lia Bittencourt, Gari D. Clifford
Sleep Questionnaires in Screening for Obstructive Sleep Apnea. CinC (2017)
Joachim A. Behar, Aviv Rosenberg, Yael Yaniv, Julien Oster
Rhythm and Quality Classification from Short ECGs Recorded using a Mobile Device. CinC (2017)