Mathieu Lemay

According to our database, Mathieu Lemay authored at least 63 papers between 2004 and 2024.

Collaborative distances:

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

2024

PrivaTree: Collaborative Privacy-Preserving Training of Decision Trees on Biomedical Data.

Yamane El-Zein, Mathieu Lemay, Kévin Huguenin

IEEE ACM Trans. Comput. Biol. Bioinform., 2024

2023

Abnormal Rhythm Detection from a Single-Lead ECG via a Recurrent Neural Network.

Jérôme Van Zaen, Guillaume Bonnier, Jakub Parák, Mikko Salonen, Yara-Maria Proust, Luisa Marques, Alia Lemkaddem, Cyril Pellaton, Mathieu Lemay

Proceedings of the Computing in Cardiology, 2023

Abnormal Cardiac Rhythm Detection Based on Photoplethysmography Signals and a Recurrent Neural Network.

Loïc Jeanningros, Jérôme Van Zaen, Clémentine Aguet, Mathieu Le Bloa, Alessandra Porretta, Cheryl Teres, Claudia Herrera, Giulia Domenichini, Patrizio Pascale, Adrian Luca, Jorge Solana Muñoz, Jean-Marc Vesin, Jean-Philippe Thiran, Etienne Pruvot, Mathieu Lemay, Fabian Braun

Proceedings of the Computing in Cardiology, 2023

A Comparative Study on Detecting Heart Beats in Photoplethysmography Signals in Presence of Various Cardiac Arrhythmias.

Loïc Jeanningros, Mathieu Le Bloa, Cheryl Teres, Claudia Herrera, Alessandra Porretta, Patrizio Pascale, Adrian Luca, Jorge Solana Muñoz, Giulia Domenichini, Jean-Marc Vesin, Jean-Philippe Thiran, Etienne Pruvot, Mathieu Lemay, Fabian Braun

Proceedings of the Computing in Cardiology, 2023

2022

Split electrodes for electrical-conductivity-based tissue discrimination.

Gürkan Yilmaz, Fabian Braun, Andy Adler, Antonio Moreira de Sousa, Damien Ferrario, Mathieu Lemay, Olivier Chételat

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Evaluation of a Wearable System for Fetal ECG Monitoring Using Cooperative Sensors.

Fabian Braun, Guillaume Bonnier, Michaël Rapin, Gürkan Yilmaz, Yara-Maria Proust, Sophie Schneider, Anda-Petronela Radan, Karin Maya Strahm, Daniel Surbek, Mathieu Lemay, Ricard Delgado-Gonzalo

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Pulse Wave Analysis of Photoplethysmography Signals to Enhance Classification of Cardiac Arrhythmias.

Loïc Jeanningros, Fabian Braun, Jérôme Van Zaen, Mathieu Le Bloa, Alessandra Porretta, Cheryl Teres, Claudia Herrera, Giulia Domenichini, Patrice Carroz, Denis Graf, Patrizio Pascale, Jean-Marc Vesin, Jean-Philippe Thiran, Etienne Pruvot, Mathieu Lemay

Proceedings of the Computing in Cardiology, 2022

Generalization Capability of a Neural Network for Blood Pressure Estimation from Photoplethysmography.

Clémentine Aguet, Jérôme Van Zaen, Martin Proença, Guillaume Bonnier, Pascal Frossard, Mathieu Lemay

Proceedings of the Computing in Cardiology, 2022

2021

Ultra-low-power Physical Activity Classifier for Wearables: From Generic MCUs to ASICs.

Enric M. Calvo, Philippe Renevey, Mathieu Lemay, Andrea Bonetti, Marc Pons Solé, Régis Cattenoz, Stéphane Emery, Ricard Delgado-Gonzalo

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Influence of Measurement Location on Reflectance Pulse Oximetry in Sleep Apnea Patients: Wrist vs. Upper Arm.

Fabian Braun, Guillaume Bonnier, Patrick Theurillat, Martin Proença, Yara-Maria Proust, Florent Baty, Maximilian Boesch, Simon Annaheim, Martin H. Brutsche, Damien Ferrario, Mathieu Lemay

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Feature Learning for Blood Pressure Estimation from Photoplethysmography.

Clémentine Aguet, Jérôme Van Zaen, João Jorge, Martin Proença, Guillaume Bonnier, Pascal Frossard, Mathieu Lemay

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Generative Pre-Trained Transformer for Cardiac Abnormality Detection.

Pierre Louis Gaudilliere, Halla Sigurthorsdottir, Clémentine Aguet, Jérôme Van Zaen, Mathieu Lemay, Ricard Delgado-Gonzalo

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

Interbeat Interval Detection from Synthetic Photoplethysmography Signals.

Clémentine Aguet, Loïc Jeanningros, Fabian Braun, Jérôme Van Zaen, Mathieu Lemay

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

2020

Machine Learning Approaches For Improved Continuous, Non-occlusive Arterial Pressure Monitoring Using Photoplethysmography.

João Jorge, Martin Proença, Clémentine Aguet, Jérôme Van Zaen, Guillaume Bonnier, Phillipe Renevey, Alia Lemkaddem, Patrick Schoettker, Mathieu Lemay

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Challenging the Limitations of Atrial Fibrillation Detection in the Presence of Other Cardiac Arrythmias.

Elsa Genzoni, Fabian Braun, Jérôme Van Zaen, Philippe Renevey, Mathieu Lemay, Etienne Pruvot, Jean-Marc Vesin

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Pulse Oximetry at the Wrist During Sleep: Performance, Challenges and Perspectives.

Fabian Braun, Patrick Theurillat, Martin Proença, Alia Lemkaddem, Damien Ferrario, Kurt De Jaegere, Christian M. Horvath, Corinne Roth, Anne-Kathrin Brill, Mathieu Lemay, Sebastian R. Ott

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

ECG Classification With a Convolutional Recurrent Neural Network.

Halla Sigurthorsdottir, Jérôme Van Zaen, Ricard Delgado-Gonzalo, Mathieu Lemay

Proceedings of the Computing in Cardiology, 2020

2019

Promoting healthy teenage behaviour across three European countries through the use of a novel smartphone technology platform, PEGASO fit for future: study protocol of a quasi-experimental, controlled, multi-Centre trial.

Elisa Puigdomènech, Anne Martin, Alexandra Rosewall Lang, Fulvio Adorni, Santiago Felipe Gomez, Brian McKinstry, Federica Prinelli, Laura A. Condon, Rajeeb Rashid, Maurizio Caon, Sarah Atkinson, Claudio L. Lafortuna, Valentina Ciociola, Janet Hanley, Lucy McCloughan, Castell Abat Conxa, Mireia Espallargues, Carme Carrion, Till Becker, Ian Dunwell, Kim C. M. Bul, Martina Camarenti, Chiara Crespi, Nithiya Jesuthasan, Gianfranco E. Modoni, Giovanna Rizzo, Marco Sacco, Aleksandra Sojic, Sarah A. Tabozzi, Olivier Grossenbacher, Mathieu Lemay, Enric Muntané Calvo, Felip Miralles, Silvia Orte, Marc Solà, Filip Velickovski, Mauro Brivio, Maria Renata Guarneri, Leonardo Angelini, Stefano Carrino, Elena Mugellini, Cesare Delaini, Dalia Morosini, Marco Decandia, Sara Facchinetti, Andrea Migliavacca, Silvana Mura, Luca Bianchi, Marco Mazzola, Sandro Repetti, Giuseppe Andreoni, Alessandra Mazzola, Paolo Perego, Carlo Emilio Standoli, Ciprian Candea, Gabriela Cândea, Massimiliano Azzolini, Luca Bianconi, Marco Costacurta, Cristiana Degano, Fabio Podda, Antonio Ascolese, Lucia Pannese, Yvonne Laird, George Scott, José C. E. Serrano, Sue Cobb, Neil S. Coulson, Alyson Langley

BMC Medical Informatics Decis. Mak., 2019

Can one detect atrial fibrillation using a wrist-type photoplethysmographic device?

Sibylle Fallet, Mathieu Lemay, Philippe Renevey, Célestin Leupi, Etienne Pruvot, Jean-Marc Vesin

Medical Biol. Eng. Comput., 2019

Using Trusted Execution Environments for Secure Stream Processing of Medical Data.

Carlos Segarra, Ricard Delgado-Gonzalo, Mathieu Lemay, Pierre-Louis Aublin, Peter R. Pietzuch, Valerio Schiavoni

CoRR, 2019

Secure Stream Processing for Medical Data.

Carlos Segarra, Enric Muntané Calvo, Mathieu Lemay, Valerio Schiavoni, Ricard Delgado-Gonzalo

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

PPG-Based Blood Pressure Monitoring by Pulse Wave Analysis: Calibration Parameters are Stable for Three Months.

Martin Proença, Guillaume Bonnier, Damien Ferrario, Christophe Verjus, Mathieu Lemay

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Using Trusted Execution Environments for Secure Stream Processing of Medical Data - (Case Study Paper).

Carlos Segarra, Ricard Delgado-Gonzalo, Mathieu Lemay, Pierre-Louis Aublin, Peter R. Pietzuch, Valerio Schiavoni

Proceedings of the Distributed Applications and Interoperable Systems, 2019

Atrial Fibrillation Detection from PPG Interbeat Intervals via a Recurrent Neural Network.

Jérôme Van Zaen, Elsa Genzoni, Fabian Braun, Philippe Renevey, Etienne Pruvot, Jean-Marc Vesin, Mathieu Lemay

Proceedings of the 46th Computing in Cardiology, 2019

Sepsis Detection Using Missingness Information.

Clémentine Aguet, Jérôme Van Zaen, Mathieu Lemay

Proceedings of the 46th Computing in Cardiology, 2019

Cardiac Arrhythmia Detection from ECG with Convolutional Recurrent Neural Networks.

Jérôme Van Zaen, Ricard Delgado-Gonzalo, Damien Ferrario, Mathieu Lemay

Proceedings of the Biomedical Engineering Systems and Technologies, 2019

Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network.

Jérôme Van Zaen, Olivier Chételat, Mathieu Lemay, Enric M. Calvo, Ricard Delgado-Gonzalo

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018

Fuzzy String Matching with a Deep Neural Network.

Daniel Shapiro, Nathalie Japkowicz, Mathieu Lemay, Miodrag Bolic

Appl. Artif. Intell., 2018

Performance Assessment of a Dedicated Reflectance Pulse Oximeter in a Neonatal Intensive Care Unit.

Martin Proença, Olivier Grossenbacher, Stephan Dasen, Virginie Moser, Daniel Ostojic, Alia Lemkaddem, Damien Ferrario, Mathieu Lemay, Martin Wolf, Jean-Claude Fauchere, Tanja Karen

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Noninvasive pulmonary artery pressure monitoring by EIT: a model-based feasibility study.

Martin Proença, Fabian Braun, Josep Solà, Jean-Philippe Thiran, Mathieu Lemay

Medical Biol. Eng. Comput., 2017

Towards VO2 monitoring: Validation of a heart rate based algorithm.

Cecilia Manzoni, Apolline Carrard, Elisa Fontana, Mathieu Lemay, Mattia Bertschi, Ricard Delgado-Gonzalo

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

An autonomous medical monitoring system: Validation on arrhythmia detection.

Alia Lemkaddem, Martin Proença, Ricard Delgado-Gonzalo, Philippe Renevey, I. Oei, G. Montano, José Antonio Martínez Heras, Alessandro Donati, Mattia Bertschi, Mathieu Lemay

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Non-invasive monitoring of pulmonary artery pressure at the bedside.

Martin Proença, Fabian Braun, Enric Muntané Calvo, Josep Solà, Andy Adler, Mathieu Lemay, Jean-Philippe Thiran, Stefano F. Rimoldi

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Real-time monitoring of swimming performance.

Ricard Delgado-Gonzalo, Alia Lemkaddem, Philippe Renevey, Enric Muntané Calvo, Mathieu Lemay, Kade Cox, Darren Ashby, Jared Willardson, Mattia Bertschi

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Wrist-Located Optical Device for Atrial Fibrillation Screening: a Clinical Study on Twenty Patients.

Mathieu Lemay, Sibylle Fallet, Philippe Renevey, Josep Solà, Célestin Leupi, Etienne Pruvot, Jean-Marc Vesin

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

An Adaptive Organization Index to Characterize Atrial Fibrillation using Wrist-Type Photoplethysmographic Signals.

Sibylle Fallet, Mathieu Lemay, Philippe Renevey, Célestin Leupi, Etienne Pruvot, Jean-Marc Vesin

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

The respiration pattern as an indicator of the anaerobic threshold.

Leila Mirmohamadsadeghi, Jean-Marc Vesin, Mathieu Lemay, Olivier Deriaz

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Physical activity profiling: Activity-specific step counting and energy expenditure models using 3D wrist acceleration.

Ricard Delgado-Gonzalo, Patrick Celka, Philippe Renevey, Stephan Dasen, Josep Solà, Mattia Bertschi, Mathieu Lemay

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Accurate walking and running speed estimation using wrist inertial data.

Mattia Bertschi, Patrick Celka, Ricard Delgado-Gonzalo, Mathieu Lemay, Enric M. Calvo, Olivier Grossenbacher, Philippe Renevey

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Human Energy Expenditure Models: Beyond State-of-the-Art Commercialized Embedded Algorithms.

Ricard Delgado-Gonzalo, Philippe Renevey, Enric M. Calvo, Josep Solà, Cees J. M. Lanting, Mattia Bertschi, Mathieu Lemay

Proceedings of the Digital Human Modeling. Applications in Health, Safety, Ergonomics and Risk Management, 2014

Understanding the Genesis of Cardiac Signals in Electrical Impedance Tomography.

Martin Proença, Fabian Braun, Mathieu Lemay, Bartlomiej Grychtol, M. Bührer, Michaël Rapin, P. Krammer, Stephan H. Böhm, Josep Solà, Jean-Philippe Thiran

Proceedings of the BIOSIGNALS 2014, 2014

Cardiac output measured by electrical impedance tomography: Applications and limitations.

Martin Proença, Michaël Rapin, Fabian Braun, Josep Solà, Mathieu Lemay, Jean-Philippe Thiran

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

2013

Powering a Data Center Network via Renewable Energy: A Green Testbed.

Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Michel Savoie, Bobby Ho

IEEE Internet Comput., 2013

Photoplethysmography-Based Ambulatory Heartbeat Monitoring Embedded into a Dedicated Bracelet.

Simon Arberet, Mathieu Lemay, Philippe Renevey, Josep Solà, Olivier Grossenbacher, Daniela Andries, Claudio Sartori, Mattia Bertschi

Proceedings of the Computing in Cardiology, 2013

2012

A protocol for quantifying the carbon reductions achieved through the provision of low or zero carbon ICT services.

Paul Steenhof, Chris Weber, Martin Brooks, John Spence, Randall Robinson, Rob Simmonds, Cameron Kiddle, David Aikema, Michel Savoie, Bobby Ho, Mathieu Lemay, Jonathan Fung, Mohamed Cheriet

Sustain. Comput. Informatics Syst., 2012

Uncovering the Dynamics of Cardiac Systems Using Stochastic Pacing and Frequency Domain Analyses.

Mathieu Lemay, Enno de Lange, Jan P. Kucera

PLoS Comput. Biol., 2012

Toward a Zero-Carbon Network: Converging Cloud Computing and Network Virtualization.

Mathieu Lemay, Kim Khoa Nguyen, Bill St. Arnaud, Mohamed Cheriet

IEEE Internet Comput., 2012

Environmental-aware virtual data center network.

Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Victor Reijs, Andrew Mackarel, Alin Pastrama

Comput. Networks, 2012

2011

High Performance Digital Media Network (HPDMnet): An advanced international research initiative and global experimental testbed.

Joe Mambretti, Mathieu Lemay, Scott Campbell, Hervé Guy, Thomas Tam, Eric Bernier, Bobby Ho, Michel Savoie, Cees de Laat, Ronald van der Pol, Jim Hao Chen, Fei Yeh, Sergi Figuerola, Pau Minoves, Dimitra Simeonidou, Eduard Escalona, Norberto Amaya Gonzalez, Admela Jukan, Wolfgang Bziuk, Dongkyun Kim, Kwangjong Cho, Hui-Lan Lee, Te-Lung Liu

Future Gener. Comput. Syst., 2011

Leveraging green communications for carbon emission reductions: Techniques, testbeds, and emerging carbon footprint standards.

Charles L. Despins, Fabrice Labeau, Tho Le-Ngoc, Richard Labelle, Mohamed Cheriet, Claude Thibeault, François Gagnon, Alberto Leon-Garcia, Omar Cherkaoui, Bill St. Arnaud, Jacques Mcneill, Yves Lemieux, Mathieu Lemay

IEEE Commun. Mag., 2011

OpenFlow supporting inter-domain virtual machine migration.

Bochra Boughzala, Racha Ben Ali, Mathieu Lemay, Yves Lemieux, Omar Cherkaoui

Proceedings of the 8th International Conference on Wireless and Optical Communications Networks, 2011

Renewable Energy Provisioning for ICT Services in a Future Internet.

Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Bill St. Arnaud, Victor Reijs, Andrew Mackarel, Pau Minoves, Alin Pastrama, Ward Van Heddeghem

Proceedings of the Future Internet, 2011

2009

Infrastructure Services for Optical Networks [Invited].

Sergi Figuerola, Mathieu Lemay

JOCN, 2009

Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals.

Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Mathieu Lemay, Pierre Vandergheynst, Jean-Marc Vesin

Proceedings of the IEEE International Conference on Acoustics, 2009

Estimation of Atrial Multiple Reentrant Circuits from Surface ECG Signals Based on a Vectorcardiographic Approach.

Cédric Duchêne, Mathieu Lemay, Jean-Marc Vesin, Adriaan van Oosterom

Proceedings of the Functional Imaging and Modeling of the Heart, 2009

2008

Data processing techniques for the characterization of atrial fibrillation.

Mathieu Lemay

PhD thesis, 2008

Phase-Rectified Signal Averaging Used to Estimate the Dominant Frequencies in ECG Signals During Atrial Fibrillation.

Mathieu Lemay, Yann Prudat, Vincent Jacquemet, Jean-Marc Vesin

IEEE Trans. Biomed. Eng., 2008

2007

Cancellation of Ventricular Activity in the ECG: Evaluation of Novel and Existing Methods.

Mathieu Lemay, Jean-Marc Vesin, Adriaan van Oosterom, Vincent Jacquemet, Lukas Kappenberger

IEEE Trans. Biomed. Eng., 2007

Articulated private networks in UCLP.

Eduard Grasa, Sergi Figuerola, Albert López, Gabriel Junyent, Michel Savoie, Bill St. Arnaud, Mathieu Lemay

Internet Res., 2007

2006

Ventricular and Atrial Activity Estimation Through Sparse Ecg Signal Decompositions.

Òscar Divorra Escoda, Lorenzo Granai, Mathieu Lemay, Javier Molinero Hernandez, Pierre Vandergheynst, Jean-Marc Vesin

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2004

Code reusability tools for programming mobile robots.

Carle Côté, Dominic Létourneau, François Michaud, Jean-Marc Valin, Yannick Brosseau, Clément Raïevsky, Mathieu Lemay, Wctor Tran

Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Autonomous Initialization of Robot Formations.

Mathieu Lemay, François Michaud, Dominic Létourneau, Jean-Marc Valin

Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Suppression of Ventricular Activity in the Surface Electrocardiogram of Atrial Fibrillation.

Mathieu Lemay, Jean-Marc Vesin, Zenichi Ihara, Lukas Kappenberger

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004