Mathieu Lemay

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 41

Top Topics

Atrial Fibrillation

Top Venues

Medical Biol. Eng. Comput.

Publications

Yamane El-Zein, Mathieu Lemay, Kévin Huguenin
PrivaTree: Collaborative Privacy-Preserving Training of Decision Trees on Biomedical Data. IEEE ACM Trans. Comput. Biol. Bioinform. 21 (1) (2024)
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
A Comparative Study on Detecting Heart Beats in Photoplethysmography Signals in Presence of Various Cardiac Arrhythmias. CinC (2023)
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
Abnormal Cardiac Rhythm Detection Based on Photoplethysmography Signals and a Recurrent Neural Network. CinC (2023)
Jérôme Van Zaen, Guillaume Bonnier, Jakub Parák, Mikko Salonen, Yara-Maria Proust, Luisa Marques, Alia Lemkaddem, Cyril Pellaton, Mathieu Lemay
Abnormal Rhythm Detection from a Single-Lead ECG via a Recurrent Neural Network. CinC (2023)
Gürkan Yilmaz, Fabian Braun, Andy Adler, Antonio Moreira de Sousa, Damien Ferrario, Mathieu Lemay, Olivier Chételat
Split electrodes for electrical-conductivity-based tissue discrimination. EMBC (2022)
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
Pulse Wave Analysis of Photoplethysmography Signals to Enhance Classification of Cardiac Arrhythmias. CinC (2022)
Clémentine Aguet, Jérôme Van Zaen, Martin Proença, Guillaume Bonnier, Pascal Frossard, Mathieu Lemay
Generalization Capability of a Neural Network for Blood Pressure Estimation from Photoplethysmography. CinC (2022)
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
Evaluation of a Wearable System for Fetal ECG Monitoring Using Cooperative Sensors. EMBC (2022)
Pierre Louis Gaudilliere, Halla Sigurthorsdottir, Clémentine Aguet, Jérôme Van Zaen, Mathieu Lemay, Ricard Delgado-Gonzalo
Generative Pre-Trained Transformer for Cardiac Abnormality Detection. CinC (2021)
Fabian Braun, Guillaume Bonnier, Patrick Theurillat, Martin Proença, Yara-Maria Proust, Florent Baty, Maximilian Boesch, Simon Annaheim, Martin Brutsche, Damien Ferrario, Mathieu Lemay
Influence of Measurement Location on Reflectance Pulse Oximetry in Sleep Apnea Patients: Wrist vs. Upper Arm. EMBC (2021)
Clémentine Aguet, Loïc Jeanningros, Fabian Braun, Jérôme Van Zaen, Mathieu Lemay
Interbeat Interval Detection from Synthetic Photoplethysmography Signals. CinC (2021)
Clémentine Aguet, Jérôme Van Zaen, João Jorge, Martin Proença, Guillaume Bonnier, Pascal Frossard, Mathieu Lemay
Feature Learning for Blood Pressure Estimation from Photoplethysmography. EMBC (2021)
Enric M. Calvo, Philippe Renevey, Mathieu Lemay, Andrea Bonetti, Marc Pons Solé, Régis Cattenoz, Stéphane Emery, Ricard Delgado-Gonzalo
Ultra-low-power Physical Activity Classifier for Wearables: From Generic MCUs to ASICs. EMBC (2021)
Pierre Louis Gaudilliere, Halla Sigurthorsdottir, Clémentine Aguet, Jérôme Van Zaen, Mathieu Lemay, Ricard Delgado-Gonzalo
Generative Pre-Trained Transformer for Cardiac Abnormality Detection. CoRR (2021)
Elsa Genzoni, Fabian Braun, Jérôme Van Zaen, Philippe Renevey, Mathieu Lemay, Etienne Pruvot, Jean-Marc Vesin
Challenging the Limitations of Atrial Fibrillation Detection in the Presence of Other Cardiac Arrythmias. EMBC (2020)
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
Pulse Oximetry at the Wrist During Sleep: Performance, Challenges and Perspectives. EMBC (2020)
João Jorge, Martin Proença, Clémentine Aguet, Jérôme Van Zaen, Guillaume Bonnier, Phillipe Renevey, Alia Lemkaddem, Patrick Schoettker, Mathieu Lemay
Machine Learning Approaches For Improved Continuous, Non-occlusive Arterial Pressure Monitoring Using Photoplethysmography. EMBC (2020)
Halla Sigurthorsdottir, Jérôme Van Zaen, Ricard Delgado-Gonzalo, Mathieu Lemay
ECG Classification with a Convolutional Recurrent Neural Network. CoRR (2020)
Jérôme Van Zaen, Ricard Delgado-Gonzalo, Damien Ferrario, Mathieu Lemay
Cardiac Arrhythmia Detection from ECG with Convolutional Recurrent Neural Networks. CoRR (2020)
Halla Sigurthorsdottir, Jérôme Van Zaen, Ricard Delgado-Gonzalo, Mathieu Lemay
ECG Classification With a Convolutional Recurrent Neural Network. CinC (2020)
Carlos Segarra, Enric Muntané Calvo, Mathieu Lemay, Valerio Schiavoni, Ricard Delgado-Gonzalo
Secure Stream Processing for Medical Data. CoRR (2019)
Elisa Puigdomènech, Anne Martin, Alexandra Rosewall Lang, Fulvio Adorni, Santiago Felipe Gomez, Brian McKinstry, Federica Prinelli, Laura 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
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. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Jérôme Van Zaen, Olivier Chételat, Mathieu Lemay, Enric M. Calvo, Ricard Delgado-Gonzalo
Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network. CoRR (2019)
Martin Proença, Guillaume Bonnier, Damien Ferrario, Christophe Verjus, Mathieu Lemay
PPG-Based Blood Pressure Monitoring by Pulse Wave Analysis: Calibration Parameters are Stable for Three Months. EMBC (2019)
Carlos Segarra, Ricard Delgado-Gonzalo, Mathieu Lemay, Pierre-Louis Aublin, Peter R. Pietzuch, Valerio Schiavoni
Using Trusted Execution Environments for Secure Stream Processing of Medical Data - (Case Study Paper). DAIS (2019)
Jérôme Van Zaen, Olivier Chételat, Mathieu Lemay, Enric M. Calvo, Ricard Delgado-Gonzalo
Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network. BIOSIGNALS (2019)
Carlos Segarra, Enric Muntané Calvo, Mathieu Lemay, Valerio Schiavoni, Ricard Delgado-Gonzalo
Secure Stream Processing for Medical Data. EMBC (2019)
Jérôme Van Zaen, Elsa Genzoni, Fabian Braun, Philippe Renevey, Etienne Pruvot, Jean-Marc Vesin, Mathieu Lemay
Atrial Fibrillation Detection from PPG Interbeat Intervals via a Recurrent Neural Network. CinC (2019)
Clémentine Aguet, Jérôme Van Zaen, Mathieu Lemay
Sepsis Detection Using Missingness Information. CinC (2019)
Carlos Segarra, Ricard Delgado-Gonzalo, Mathieu Lemay, Pierre-Louis Aublin, Peter R. Pietzuch, Valerio Schiavoni
Using Trusted Execution Environments for Secure Stream Processing of Medical Data. CoRR (2019)
Sibylle Fallet, Mathieu Lemay, Philippe Renevey, Célestin Leupi, Etienne Pruvot, Jean-Marc Vesin
Can one detect atrial fibrillation using a wrist-type photoplethysmographic device? Medical Biol. Eng. Comput. 57 (2) (2019)
Jérôme Van Zaen, Ricard Delgado-Gonzalo, Damien Ferrario, Mathieu Lemay
Cardiac Arrhythmia Detection from ECG with Convolutional Recurrent Neural Networks. BIOSTEC (Selected Papers) (2019)
Daniel Shapiro, Nathalie Japkowicz, Mathieu Lemay, Miodrag Bolic
Fuzzy String Matching with a Deep Neural Network. Appl. Artif. Intell. 32 (1) (2018)
Martin Proença, Olivier Grossenbacher, Stephan Dasen, Virginie Moser, Daniel Ostojic, Alia Lemkaddem, Damien Ferrario, Mathieu Lemay, Martin Wolf, Jean-Claude Fauchere, Tanja Karen
Performance Assessment of a Dedicated Reflectance Pulse Oximeter in a Neonatal Intensive Care Unit. EMBC (2018)
C. Manzoni, A. Carrard, E. Fontana, Mathieu Lemay, Mattia Bertschi, Ricard Delgado-Gonzalo
Towards VO2 monitoring: Validation of a heart rate based algorithm. EMBC (2017)
Martin Proença, Fabian Braun, Josep Solà, Jean-Philippe Thiran, Mathieu Lemay
Noninvasive pulmonary artery pressure monitoring by EIT: a model-based feasibility study. Medical Biol. Eng. Comput. 55 (6) (2017)
Alia Lemkaddem, Martin Proença, Ricard Delgado-Gonzalo, Philippe Renevey, I. Oei, G. Montano, José Antonio Martinez Heras, Alessandro Donati, Mattia Bertschi, Mathieu Lemay
An autonomous medical monitoring system: Validation on arrhythmia detection. EMBC (2017)
Ricard Delgado-Gonzalo, Alia Lemkaddem, Philippe Renevey, Enric Muntané Calvo, Mathieu Lemay, Kade Cox, Darren Ashby, Jared Willardson, Mattia Bertschi
Real-time monitoring of swimming performance. EMBC (2016)
Mathieu Lemay, Sibylle Fallet, Philippe Renevey, Josep Solà, Célestin Leupi, Etienne Pruvot, Jean-Marc Vesin
Wrist-Located Optical Device for Atrial Fibrillation Screening: a Clinical Study on Twenty Patients. CinC (2016)
Martin Proença, Fabian Braun, Enric Muntané Calvo, Josep Solà, Andy Adler, Mathieu Lemay, Jean-Philippe Thiran, Stefano F. Rimoldi
Non-invasive monitoring of pulmonary artery pressure at the bedside. EMBC (2016)
Sibylle Fallet, Mathieu Lemay, Philippe Renevey, Célestin Leupi, Etienne Pruvot, Jean-Marc Vesin
An Adaptive Organization Index to Characterize Atrial Fibrillation using Wrist-Type Photoplethysmographic Signals. CinC (2016)
Ricard Delgado-Gonzalo, Patrick Celka, Philippe Renevey, Stephan Dasen, Josep Solà, Mattia Bertschi, Mathieu Lemay
Physical activity profiling: Activity-specific step counting and energy expenditure models using 3D wrist acceleration. EMBC (2015)
Leila Mirmohamadsadeghi, Jean-Marc Vesin, Mathieu Lemay, Olivier Deriaz
The respiration pattern as an indicator of the anaerobic threshold. EMBC (2015)
Mattia Bertschi, Patrick Celka, Ricard Delgado-Gonzalo, Mathieu Lemay, Enric M. Calvo, Olivier Grossenbacher, Philippe Renevey
Accurate walking and running speed estimation using wrist inertial data. EMBC (2015)
Martin Proença, Fabian Braun, Mathieu Lemay, Bartlomiej Grychtol, M. Bührer, Michaël Rapin, P. Krammer, Stephan H. Böhm, Josep Solà, Jean-Philippe Thiran
Understanding the Genesis of Cardiac Signals in Electrical Impedance Tomography. BIOSIGNALS (2014)
Ricard Delgado-Gonzalo, Philippe Renevey, Enric M. Calvo, Josep Solà, Cees J. M. Lanting, Mattia Bertschi, Mathieu Lemay
Human Energy Expenditure Models: Beyond State-of-the-Art Commercialized Embedded Algorithms. HCI (20) (2014)
Martin Proença, Michaël Rapin, Fabian Braun, Josep Solà, Mathieu Lemay, Jean-Philippe Thiran
Cardiac output measured by electrical impedance tomography: Applications and limitations. BioCAS (2014)
Simon Arberet, Mathieu Lemay, Philippe Renevey, Josep Solà, Olivier Grossenbacher, Daniela Andries, Claudio Sartori, Mattia Bertschi
Photoplethysmography-Based Ambulatory Heartbeat Monitoring Embedded into a Dedicated Bracelet. CinC (2013)
Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Michel Savoie, Bobby Ho
Powering a Data Center Network via Renewable Energy: A Green Testbed. IEEE Internet Comput. 17 (1) (2013)
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
A protocol for quantifying the carbon reductions achieved through the provision of low or zero carbon ICT services. Sustain. Comput. Informatics Syst. 2 (1) (2012)
Mathieu Lemay, Enno de Lange, Jan P. Kucera
Uncovering the Dynamics of Cardiac Systems Using Stochastic Pacing and Frequency Domain Analyses. PLoS Comput. Biol. 8 (3) (2012)
Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Victor Reijs, Andrew Mackarel, Alin Pastrama
Environmental-aware virtual data center network. Comput. Networks 56 (10) (2012)
Mathieu Lemay, Kim Khoa Nguyen, Bill St. Arnaud, Mohamed Cheriet
Toward a Zero-Carbon Network: Converging Cloud Computing and Network Virtualization. IEEE Internet Comput. 16 (6) (2012)
Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Bill St. Arnaud, Victor Reijs, Andrew Mackarel, Pau Minoves, Alin Pastrama, Ward Van Heddeghem
Renewable Energy Provisioning for ICT Services in a Future Internet. Future Internet Assembly (2011)
Bochra Boughzala, Racha Ben Ali, Mathieu Lemay, Yves Lemieux, Omar Cherkaoui
OpenFlow supporting inter-domain virtual machine migration. WOCN (2011)
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
High Performance Digital Media Network (HPDMnet): An advanced international research initiative and global experimental testbed. Future Gener. Comput. Syst. 27 (7) (2011)
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
Leveraging green communications for carbon emission reductions: Techniques, testbeds, and emerging carbon footprint standards. IEEE Commun. Mag. 49 (8) (2011)
Boris Mailhé, Rémi Gribonval, Frédéric Bimbot, Mathieu Lemay, Pierre Vandergheynst, Jean-Marc Vesin
Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals. ICASSP (2009)
Sergi Figuerola, Mathieu Lemay
Infrastructure Services for Optical Networks [Invited]. JOCN 1 (2) (2009)
Cédric Duchêne, Mathieu Lemay, Jean-Marc Vesin, Adriaan van Oosterom
Estimation of Atrial Multiple Reentrant Circuits from Surface ECG Signals Based on a Vectorcardiographic Approach. FIMH (2009)
Mathieu Lemay, Yann Prudat, Vincent Jacquemet, Jean-Marc Vesin
Phase-Rectified Signal Averaging Used to Estimate the Dominant Frequencies in ECG Signals During Atrial Fibrillation. IEEE Trans. Biomed. Eng. 55 (11) (2008)
Mathieu Lemay, Jean-Marc Vesin, Adriaan van Oosterom, Vincent Jacquemet, Lukas Kappenberger
Cancellation of Ventricular Activity in the ECG: Evaluation of Novel and Existing Methods. IEEE Trans. Biomed. Eng. 54 (3) (2007)
Eduard Grasa, Sergi Figuerola, Albert López, Gabriel Junyent, Michel Savoie, Bill St. Arnaud, Mathieu Lemay
Articulated private networks in UCLP. Internet Res. 17 (5) (2007)
Òscar Divorra Escoda, Lorenzo Granai, Mathieu Lemay, Javier Molinero Hernandez, Pierre Vandergheynst, Jean-Marc Vesin
Ventricular and Atrial Activity Estimation Through Sparse Ecg Signal Decompositions. ICASSP (2) (2006)
Mathieu Lemay, François Michaud, Dominic Létourneau, Jean-Marc Valin
Autonomous Initialization of Robot Formations. ICRA (2004)
Carle Côté, Dominic Létourneau, François Michaud, Jean-Marc Valin, Yannick Brosseau, Clément Raïevsky, Mathieu Lemay, Wctor Tran
Code reusability tools for programming mobile robots. IROS (2004)
Mathieu Lemay, Jean-Marc Vesin, Zenichi Ihara, Lukas Kappenberger
Suppression of Ventricular Activity in the Surface Electrocardiogram of Atrial Fibrillation. ICA (2004)