Joachim Behar

According to our database, Joachim Behar authored at least 57 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Machine learning for ranking f-wave extraction methods in single-lead ECGs.

Noam Ben-Moshe, Shany Biton Brimer, Kenta Tsutsui, Mahmoud Suleiman, Leif Sörnmo, Joachim A. Behar

Biomed. Signal Process. Control., 2025

2024

RawECGNet: Deep Learning Generalization for Atrial Fibrillation Detection From the Raw ECG.

Noam Ben-Moshe, Kenta Tsutsui, Shany Biton Brimer, Eran Zvuloni, Leif Sörnmo, Joachim A. Behar

IEEE J. Biomed. Health Informatics, September, 2024

A Review on Atrial Fibrillation Detection From Ambulatory ECG.

Caiyun Ma, Zhijun Xiao, Lina Zhao, Shany Biton, Joachim A. Behar, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu

IEEE Trans. Biomed. Eng., March, 2024

SHDB-AF: a Japanese Holter ECG database of atrial fibrillation.

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

CoRR, 2024

SleepPPG-Net2: Deep learning generalization for sleep staging from photoplethysmography.

Shirel Attia, Revital Shani Hershkovich, Alissa Tabakhov, Angeleene Ang, Sharon Haimov, Riva Tauman, Joachim A. Behar

CoRR, 2024

RawECGNet: Deep Learning Generalization for Atrial Fibrillation Detection from the Raw ECG.

Noam Ben-Moshe, Kenta Tsutsui, Shany Biton, Leif Sörnmo, Joachim A. Behar

CoRR, 2024

2023

FundusQ-Net: A regression quality assessment deep learning algorithm for fundus images quality grading.

Or Abramovich, Hadas Pizem, Jan Van Eijgen, Ilan Oren, Joshua Melamed, Ingeborg Stalmans, Eytan Blumenthal, Joachim A. Behar

Comput. Methods Programs Biomed., September, 2023

On Merging Feature Engineering and Deep Learning for Diagnosis, Risk Prediction and Age Estimation Based on the 12-Lead ECG.

Eran Zvuloni, Jesse Read, Antônio H. Ribeiro, Antônio Luiz P. Ribeiro, Joachim A. Behar

IEEE Trans. Biomed. Eng., July, 2023

SleepPPG-Net: A Deep Learning Algorithm for Robust Sleep Staging From Continuous Photoplethysmography.

Kevin Kotzen, Peter H. Charlton, Sharon Salabi, Lea Amar, Amir Landesberg, Joachim A. Behar

IEEE J. Biomed. Health Informatics, February, 2023

Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes.

Shany Biton, Mohsin Aldhafeeri, Erez Marcusohn, Kenta Tsutsui, Tom Szwagier, Adi Elias, Julien Oster, Jean-Marc Sellal, Mahmoud Suleiman, Joachim A. Behar

npj Digit. Medicine, 2023

DRStageNet: Deep Learning for Diabetic Retinopathy Staging from Fundus Images.

Yevgeniy Men, Jonathan Fhima, Leo Anthony Celi, Lucas Zago Ribeiro, Luis Filipe Nakayama, Joachim A. Behar

CoRR, 2023

Generalization in medical AI: a perspective on developing scalable models.

Joachim A. Behar, Jeremy Levy, Leo Anthony Celi

CoRR, 2023

End-to-end Risk Prediction of Atrial Fibrillation from the 12-Lead ECG by Deep Neural Networks.

Theogene Habineza, Antônio H. Ribeiro, Daniel Gedon, Joachim A. Behar, Antônio Luiz Pinho Ribeiro, Thomas B. Schön

CoRR, 2023

pyPPG: A Python toolbox for comprehensive photoplethysmography signal analysis.

Márton Áron Goda, Peter H. Charlton, Joachim A. Behar

CoRR, 2023

LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images.

Jonathan Fhima, Jan Van Eijgen, Hana Kulenovic, Valérie Debeuf, Marie Vangilbergen, Marie-Isaline Billen, Heloïse Brackenier, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar

CoRR, 2023

Robust Peak Detection for Photoplethysmography Signal Snalysis.

Marton A. Goda, Peter H. Charlton, Joachim A. Behar

Proceedings of the Computing in Cardiology, 2023

Case Study: Fetal Breathing Movements as a Proxy for Fetal Lung Maturity Estimation.

Márton Áron Goda, Ron Beloosesky, Chen B. David, Zeev Weiner, Joachim A. Behar

Proceedings of the Computing in Cardiology, 2023

PhysioZoo: The Open Digital Physiological Biomarkers Resource.

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

Proceedings of the Computing in Cardiology, 2023

2022

Building Trust: Lessons from the Technion-Rambam Machine Learning in Healthcare Datathon Event.

Jonathan A. Sobel, Ronit Almog, Leo Anthony Celi, Michal Gaziel Yablowitz, Danny Eytan, Joachim A. Behar

CoRR, 2022

Generalizable and Robust Deep Learning Algorithm for Atrial Fibrillation Diagnosis Across Ethnicities, Ages and Sexes.

Shany Biton, Mohsin Aldhafeeri, Erez Marcusohn, Kenta Tsutsui, Tom Szwagier, Adi Elias, Julien Oster, Jean-Marc Sellal, Mahmoud Suleiman, Joachim A. Behar

CoRR, 2022

Machine Learning to Support Triage of Children at Risk for Epileptic Seizures in the Pediatric Intensive Care Unit.

Raphael Azriel, Cecil D. Hahn, Thomas De Cooman, Sabine Van Huffel, Eric T. Payne, Kristin L. McBain, Danny Eytan, Joachim A. Behar

CoRR, 2022

FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading.

Or Abramovich, Hadas Pizem, Jan Van Eijgen, Ingeborg Stalmans, Eytan Blumenthal, Joachim A. Behar

CoRR, 2022

SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography.

Kevin Kotzen, Peter H. Charlton, Sharon Salabi, Amir Landesberg, Joachim A. Behar

CoRR, 2022

PVBM: A Python Vasculature Biomarker Toolbox Based on Retinal Blood Vessel Segmentation.

Jonathan Fhima, Jan Van Eijgen, Ingeborg Stalmans, Yevgeniy Men, Moti Freiman, Joachim A. Behar

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Atrial Fibrillation Recurrence Risk Prediction From 12-Lead ECG Recorded Pre- and Post-Ablation Procedure.

Eran Zvuloni, Sheina Gendelman, Sanghamitra Mohanty, Jason Lewen, Andrea Natale, Joachim A. Behar

Proceedings of the Computing in Cardiology, 2022

Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations.

Jonathan Fhima, Jan Van Eijgen, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar

Proceedings of the Computing in Cardiology, 2022

Estimation of f-wave Dominant Frequency Using a Voting Scheme.

Shany Biton, Mahmoud Suleiman, Noam Ben-Moshe, Leif Sörnmo, Joachim A. Behar

Proceedings of the Computing in Cardiology, 2022

ArNet-ECG: Deep Learning for the Detection of Atrial Fibrillation from the Raw Electrocardiogram.

Noam Ben-Moshe, Shany Biton, Joachim A. Behar

Proceedings of the Computing in Cardiology, 2022

2021

Remote Atrial Fibrillation Burden Estimation Using Deep Recurrent Neural Network.

Armand Chocron, Julien Oster, Shany Biton, Franck Mandel, Meyer Elbaz, Yehoshua Y. Zeevi, Joachim A. Behar

IEEE Trans. Biomed. Eng., 2021

Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use.

Jeremy Levy, Daniel Álvarez, Aviv A. Rosenberg, Alexandra Alexandrovich, Félix del Campo, Joachim A. Behar

npj Digit. Medicine, 2021

Benchmarking Photoplethysmography Peak Detection Algorithms Using the Electrocardiogram Signal as a Reference.

Kevin Kotzen, Peter H. Charlton, Amir Landesberg, Joachim A. Behar

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

PhysioZoo ECG: Digital electrocardiography biomarkers to assess cardiac conduction.

Sheina Gendelman, Shany Biton, Raphaël Derman, Eran Zvuloni, Jeremy Levy, Snir Lugassy, Alexandra Alexandrovich, Joachim A. Behar

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Machine learning for nocturnal diagnosis of chronic obstructive pulmonary disease using digital oximetry biomarkers.

Jeremy Levy, Daniel Álvarez, Félix del Campo, Joachim A. Behar

CoRR, 2020

Remote health monitoring in the time of COVID-19.

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

CoRR, 2020

Classification of 12-lead ECGs Using Digital Biomarkers and Representation Learning.

David Assaraf, Jeremy Levy, Janmajay Singh, Armand Chocron, Joachim A. Behar

Proceedings of the Computing in Cardiology, 2020

2019

A Recurrent Neural Network for the Prediction of Vital Sign Evolution and Sepsis in ICU.

Benjamin Roussel, Joachim Behar, Julien Oster

Proceedings of the 46th Computing in Cardiology, 2019

Special Session on Computational Fetal Monitoring.

Joachim A. Behar, Zeev Weiner, Philip Warrick

Proceedings of the 46th Computing in Cardiology, 2019

2018

Adding Two Dimensions to Heart Rate Variability Research.

Joachim A. Behar, Ori Shemla, Ido Weiser-Bitoun, Aviv Rosenberg, Yael Yaniv

Proceedings of the Computing in Cardiology, 2018

2017

Rhythm and Quality Classification from Short ECGs Recorded using a Mobile Device.

Joachim A. Behar, Aviv Rosenberg, Yael Yaniv, Julien Oster

Proceedings of the Computing in Cardiology, 2017

Sleep Questionnaires in Screening for Obstructive Sleep Apnea.

Joachim A. Behar, Niclas Palmius, Jonathan Daly, Qiao Li, Fabiola Rizzatti, Lia Bittencourt, Gari D. Clifford

Proceedings of the Computing in Cardiology, 2017

2016

Extraction of clinical information from the non-invasive fetal electrocardiogram.

Joachim Behar

CoRR, 2016

2015

SleepAp: An Automated Obstructive Sleep Apnoea Screening Application for Smartphones.

Joachim Behar, Aoife Roebuck, Mohammed Shahid, Jonathan Daly, Andre Hallack, Niclas Palmius, John Stradling, Gari D. Clifford

IEEE J. Biomed. Health Informatics, 2015

Semisupervised ECG Ventricular Beat Classification With Novelty Detection Based on Switching Kalman Filters.

Julien Oster, Joachim Behar, Omid Sayadi, Shamim Nemati, Alistair E. W. Johnson, Gari D. Clifford

IEEE Trans. Biomed. Eng., 2015

Fusing Continuous-valued Medical Labels using a Bayesian Model.

Tingting Zhu, Nic Dunkley, Joachim Behar, David A. Clifton, Gari D. Clifford

CoRR, 2015

2014

Extraction of clinical information from the non-invasive fetal electrocardiogram.

Joachim Behar

PhD thesis, 2014

A scalable mHealth system for noncommunicable disease management.

Gari D. Clifford, Carlos Arteta, Tingting Zhu, Marco A. F. Pimentel, Mauro D. Santos, João S. Domingos, Mohammad Ali Maraci, Joachim Behar, Julien Oster

Proceedings of the IEEE Global Humanitarian Technology Conference, 2014

CrowdLabel: A Crowdsourcing Platform for Electrophysiology.

Tingting Zhu, Joachim Behar, Tasos Papastylianou, Gari D. Clifford

Proceedings of the Computing in Cardiology, CinC 2014, 2014

R- Peak Estimation using Multimodal Lead Switching.

Alistair E. W. Johnson, Joachim Behar, Fernando Andreotti, Gari D. Clifford, Julien Oster

Proceedings of the Computing in Cardiology, CinC 2014, 2014

A Bayesian Filtering Framework for Accurate Extracting of the Non Invasive FECG Morphology.

Joachim Behar, Fernando Andreotti, Julien Oster, Gari D. Clifford

Proceedings of the Computing in Cardiology, CinC 2014, 2014

Optimized Modelling of Maternal ECG Beats using the Stationary Wavelet Transform.

Fernando Andreotti, Joachim Behar, Julien Oster, Gari D. Clifford, Hagen Malberg, Sebastian Zaunseder

Proceedings of the Computing in Cardiology, CinC 2014, 2014

fecgsyngui: A GUI Interface to fecgsynfor the Simulation of Maternal-Foetal Activity Mixtures on Abdominal Electrocardiogram Recordings.

Mohsan S. Alvi, Fernando Andreotti, Julien Oster, Sebastian Zaunseder, Gari D. Clifford, Joachim Behar

Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013

ECG Signal Quality During Arrhythmia and Its Application to False Alarm Reduction.

Joachim Behar, Julien Oster, Qiao Li, Gari D. Clifford

IEEE Trans. Biomed. Eng., 2013

Bayesian Voting of Multiple Annotators for Improved QT Interval Estimation.

Tingting Zhu, Alistair E. W. Johnson, Joachim Behar, Gari D. Clifford

Proceedings of the Computing in Cardiology, 2013

Noninvasive Fetal ECG: the PhysioNet/Computing in Cardiology Challenge 2013.

Ikaro Silva, Joachim Behar, Reza Sameni, Tingting Zhu, Julien Oster, Gari D. Clifford, George B. Moody

Proceedings of the Computing in Cardiology, 2013

Open Source Java-based ECG analysis Software and Android app for Atrial Fibrillation Screening.

Julien Oster, Joachim Behar, Roberta Colloca, Qichen Li, Qiao Li, Gari D. Clifford

Proceedings of the Computing in Cardiology, 2013

Non Invasive FECG Extraction from a Set of Abdominal Sensors.

Joachim Behar, Julien Oster, Gari D. Clifford

Proceedings of the Computing in Cardiology, 2013

2011

Development of an mHealth Open Source Platform for Diabetic Foot Ulcers Tele-consultations.

George E. Dafoulas, Stylianos Koutsias, Joachim Behar, Juan D. Osorio, Brian Malley, Alexander Gruentzig, Leo Anthony Celi, Pantelis Angelidis, Kyriaki Theodorou, Athanasios Giannoukas

Proceedings of the Wireless Mobile Communication and Healthcare, 2011