Mathieu Lemay - RankMe

69 papers A* 1A 1C 1Misc 1Journal 22Unranked 42

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