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2020 – today
- 2024
[j16]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): 1-13 (2024)- 2023
- [c45]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: 1-4 - [c44]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: 1-4 - [c43]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: 1-4 - 2022
- [c42]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: 1-4 - [c41]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: 1-4 - [c40]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: 1266-1269 - [c39]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: 3131-3134 - 2021
- [c38]Clémentine Aguet, Loïc Jeanningros, Fabian Braun, Jérôme Van Zaen, Mathieu Lemay:
Interbeat Interval Detection from Synthetic Photoplethysmography Signals. CinC 2021: 1-4 - [c37]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: 1-4 - [c36]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: 463-466 - [c35]Fabian Braun, Guillaume Bonnier, Patrick Theurillat, Martin Proença, Yara-Maria Proust, Florent Baty, Maximilian Boesch, Simon Annaheim, Martin H. Brutsche, Damien Ferrario, Mathieu Lemay:
Influence of Measurement Location on Reflectance Pulse Oximetry in Sleep Apnea Patients: Wrist vs. Upper Arm. EMBC 2021: 1297-1300 - [c34]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: 6978-6981 - [i6]Pierre Louis Gaudilliere, Halla Sigurthorsdottir, Clémentine Aguet, Jérôme Van Zaen, Mathieu Lemay, Ricard Delgado-Gonzalo:
Generative Pre-Trained Transformer for Cardiac Abnormality Detection. CoRR abs/2110.04071 (2021) - 2020
- [c33]Halla Sigurthorsdottir, Jérôme Van Zaen, Ricard Delgado-Gonzalo, Mathieu Lemay:
ECG Classification With a Convolutional Recurrent Neural Network. CinC 2020: 1-4 - [c32]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: 910-913 - [c31]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: 5000-5003 - [c30]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: 5115-5118 - [i5]Halla Sigurthorsdottir, Jérôme Van Zaen, Ricard Delgado-Gonzalo, Mathieu Lemay:
ECG Classification with a Convolutional Recurrent Neural Network. CoRR abs/2009.13320 (2020) - [i4]Jérôme Van Zaen, Ricard Delgado-Gonzalo, Damien Ferrario, Mathieu Lemay:
Cardiac Arrhythmia Detection from ECG with Convolutional Recurrent Neural Networks. CoRR abs/2010.03204 (2020)
2010 – 2019
- 2019
- [j15]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): 477-487 (2019) - [j14]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:
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): 278 (2019) - [c29]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: 33-41 - [c28]Jérôme Van Zaen, Ricard Delgado-Gonzalo, Damien Ferrario, Mathieu Lemay:
Cardiac Arrhythmia Detection from ECG with Convolutional Recurrent Neural Networks. BIOSTEC (Selected Papers) 2019: 311-327 - [c27]Clémentine Aguet, Jérôme Van Zaen, Mathieu Lemay:
Sepsis Detection Using Missingness Information. CinC 2019: 1-4 - [c26]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: 1-4 - [c25]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: 91-107 - [c24]Carlos Segarra, Enric Muntané Calvo, Mathieu Lemay, Valerio Schiavoni, Ricard Delgado-Gonzalo:
Secure Stream Processing for Medical Data. EMBC 2019: 3450-3453 - [c23]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: 5560-5563 - [i3]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 abs/1906.07072 (2019) - [i2]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 abs/1907.01513 (2019) - [i1]Carlos Segarra, Enric Muntané Calvo, Mathieu Lemay, Valerio Schiavoni, Ricard Delgado-Gonzalo:
Secure Stream Processing for Medical Data. CoRR abs/1907.12242 (2019) - 2018
- [j13]Daniel Shapiro, Nathalie Japkowicz, Mathieu Lemay, Miodrag Bolic:
Fuzzy String Matching with a Deep Neural Network. Appl. Artif. Intell. 32(1): 1-12 (2018) - [c22]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: 1502-1505 - 2017
- [j12]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): 949-963 (2017) - [c21]Cecilia Manzoni, Apolline Carrard, Elisa Fontana, Mathieu Lemay, Mattia Bertschi, Ricard Delgado-Gonzalo:
Towards VO2 monitoring: Validation of a heart rate based algorithm. EMBC 2017: 1780-1783 - [c20]Alia Lemkaddem, Martin Proença, Ricard Delgado-Gonzalo, Philippe Renevey, I. Oei, G. Montano, José Antonio Martínez Heras, Alessandro Donati, Mattia Bertschi, Mathieu Lemay:
An autonomous medical monitoring system: Validation on arrhythmia detection. EMBC 2017: 4553-4556 - 2016
- [c19]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 - [c18]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 - [c17]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: 4236-4239 - [c16]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: 4743-4746 - 2015
- [c15]Leila Mirmohamadsadeghi, Jean-Marc Vesin, Mathieu Lemay, Olivier Deriaz:
The respiration pattern as an indicator of the anaerobic threshold. EMBC 2015: 546-549 - [c14]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: 8083-8086 - [c13]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: 8091-8094 - 2014
- [c12]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: 236-239 - [c11]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: 27-34 - [c10]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: 3-14 - 2013
- [j11]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): 40-49 (2013) - [c9]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: 935-938 - 2012
- [j10]Kim Khoa Nguyen, Mohamed Cheriet, Mathieu Lemay, Victor Reijs, Andrew Mackarel, Alin Pastrama:
Environmental-aware virtual data center network. Comput. Networks 56(10): 2538-2550 (2012) - [j9]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): 51-59 (2012) - [j8]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) - [j7]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): 23-32 (2012) - 2011
- [j6]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): 101-109 (2011) - [j5]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): 893-905 (2011) - [c8]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: 419-430 - [c7]Bochra Boughzala, Racha Ben Ali, Mathieu Lemay, Yves Lemieux, Omar Cherkaoui:
OpenFlow supporting inter-domain virtual machine migration. WOCN 2011: 1-7
2000 – 2009
- 2009
- [j4]Sergi Figuerola, Mathieu Lemay:
Infrastructure Services for Optical Networks [Invited]. JOCN 1(2): A247-A257 (2009) - [c6]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: 277-284 - [c5]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: 465-468 - 2008
- [b1]Mathieu Lemay:
Data processing techniques for the characterization of atrial fibrillation. EPFL, Switzerland, 2008 - [j3]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): 2538-2547 (2008) - 2007
- [j2]Eduard Grasa, Sergi Figuerola, Albert López, Gabriel Junyent, Michel Savoie, Bill St. Arnaud, Mathieu Lemay:
Articulated private networks in UCLP. Internet Res. 17(5): 535-545 (2007) - [j1]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): 542-546 (2007) - 2006
- [c4]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: 1060-1063 - 2004
- [c3]Mathieu Lemay, Jean-Marc Vesin, Zenichi Ihara, Lukas Kappenberger:
Suppression of Ventricular Activity in the Surface Electrocardiogram of Atrial Fibrillation. ICA 2004: 1095-1102 - [c2]Mathieu Lemay, François Michaud, Dominic Létourneau, Jean-Marc Valin:
Autonomous Initialization of Robot Formations. ICRA 2004: 3018-3023 - [c1]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: 1820-1825
Coauthor Index
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