Suppression of Ventricular Activity in the Surface Electrocardiogram of Atrial Fibrillation. - Mathieu Lemay; Jean-Marc Vesin; Zenichi Ihara; Lukas Kappenberger (ICA, 2004)

Autonomous Initialization of Robot Formations. - Mathieu Lemay; François Michaud; Dominic Létourneau; Jean-Marc Valin (ICRA, 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 (IROS, 2004)

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 (ICASSP (2), 2006)

Articulated private networks in UCLP. - Eduard Grasa; Sergi Figuerola; Albert López; Gabriel Junyent; Michel Savoie; Bill St. Arnaud; Mathieu Lemay (Internet Res., 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)

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)

Data processing techniques for the characterization of atrial fibrillation. - Mathieu Lemay (2008)

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 (FIMH, 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 (ICASSP, 2009)

Infrastructure Services for Optical Networks [Invited]. - Sergi Figuerola; Mathieu Lemay (JOCN, 2009)

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 (Future Internet Assembly, 2011)

OpenFlow supporting inter-domain virtual machine migration. - Bochra Boughzala; Racha Ben Ali; Mathieu Lemay; Yves Lemieux; Omar Cherkaoui (WOCN, 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; et al. (IEEE Commun. Mag., 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; et al. (Future Gener. Comput. Syst., 2011)

Environmental-aware virtual data center network. - Kim Khoa Nguyen; Mohamed Cheriet; Mathieu Lemay; Victor Reijs; Andrew Mackarel; Alin Pastrama (Comput. Networks, 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)

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)

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; et al. (Sustain. Comput. Informatics Syst., 2012)

Photoplethysmography-Based Ambulatory Heartbeat Monitoring Embedded into a Dedicated Bracelet. - Simon Arberet; Mathieu Lemay; Philippe Renevey; Josep Solà; Olivier Grossenbacher; Daniela Andries; Claudio Sartori 002; Mattia Bertschi (CinC, 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)

Cardiac output measured by electrical impedance tomography: Applications and limitations. - Martin Proença; Michaël Rapin; Fabian Braun; Josep Solà; Mathieu Lemay; Jean-Philippe Thiran (BioCAS, 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 (BIOSIGNALS, 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 (HCI (20), 2014)

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 (EMBC, 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 (EMBC, 2015)

The respiration pattern as an indicator of the anaerobic threshold. - Leila Mirmohamadsadeghi; Jean-Marc Vesin; Mathieu Lemay; Olivier Deriaz (EMBC, 2015)

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 (CinC, 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 (CinC, 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 (EMBC, 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 (EMBC, 2016)

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 (EMBC, 2017)

Towards VO2 monitoring: Validation of a heart rate based algorithm. - Cecilia Manzoni; Apolline Carrard; Elisa Fontana; Mathieu Lemay; Mattia Bertschi; Ricard Delgado-Gonzalo (EMBC, 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)

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 (EMBC, 2018)

Fuzzy String Matching with a Deep Neural Network. - Daniel Shapiro; Nathalie Japkowicz; Mathieu Lemay; Miodrag Bolic (Appl. Artif. Intell., 2018)

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 (BIOSIGNALS, 2019)

Cardiac Arrhythmia Detection from ECG with Convolutional Recurrent Neural Networks. - Jérôme Van Zaen; Ricard Delgado-Gonzalo; Damien Ferrario; Mathieu Lemay (BIOSTEC (Selected Papers), 2019)

Sepsis Detection Using Missingness Information. - Clémentine Aguet; Jérôme Van Zaen; Mathieu Lemay (CinC, 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 (CinC, 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 (DAIS, 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 (EMBC, 2019)

Secure Stream Processing for Medical Data. - Carlos Segarra; Enric Muntané Calvo; Mathieu Lemay; Valerio Schiavoni; Ricard Delgado-Gonzalo (EMBC, 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)

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)

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; et al. (BMC Medical Informatics Decis. Mak., 2019)

ECG Classification With a Convolutional Recurrent Neural Network. - Halla Sigurthorsdottir; Jérôme Van Zaen; Ricard Delgado-Gonzalo; Mathieu Lemay (CinC, 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 (EMBC, 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 (EMBC, 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 (EMBC, 2020)

Interbeat Interval Detection from Synthetic Photoplethysmography Signals. - Clémentine Aguet; Loïc Jeanningros; Fabian Braun; Jérôme Van Zaen; Mathieu Lemay (CinC, 2021)

Generative Pre-Trained Transformer for Cardiac Abnormality Detection. - Pierre Louis Gaudilliere; Halla Sigurthorsdottir; Clémentine Aguet; Jérôme Van Zaen; Mathieu Lemay; Ricard Delgado-Gonzalo (CinC, 2021)

Feature Learning for Blood Pressure Estimation from Photoplethysmography. - Clémentine Aguet; Jérôme Van Zaen; João Jorge; Martin Proença; Guillaume Bonnier; Pascal Frossard; Mathieu Lemay (EMBC, 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 (EMBC, 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 (EMBC, 2021)

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 (CinC, 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; et al. (CinC, 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 (EMBC, 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 (EMBC, 2022)

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; et al. (CinC, 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; et al. (CinC, 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 (CinC, 2023)

PPG-Based Sleep Staging Using SleepPPGNet: Extension to Wearables, Improvements, Limitations. - Loris Constantin; Clémentine Aguet; Jérôme Van Zaen; Alia Lemkaddem; Loïc Jeanningros; Kurt De Jaegere; Sebastian R. Ott; Anne-Kathrin Brill; Christian M. Horvath; Jean-Philippe Thiran; Mathieu Lemay; Fabian Braun (EMBC, 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)