Jérôme Van Zaen

27 papers Journal 7Unranked 20

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
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
2023	J	`jnl`	An Artificial Neural Network to Eliminate the Detrimental Spectral Shift on Mid-Infrared Gas Spectroscopy. Sensors Sanghoon Chin, Jérôme Van Zaen, Séverine Denis, Enric Muntané, Stephan Schröder, Hans Martin, Laurent Balet, Steve Lecomte
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
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`	Interbeat Interval Detection from Synthetic Photoplethysmography Signals. CinC Clémentine Aguet, Loïc Jeanningros, Fabian Braun, Jérôme Van Zaen, Mathieu Lemay
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
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	—	`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`	Embedded Deep Learning for Sleep Staging. SDS Engin Türetken, Jérôme Van Zaen, Ricard Delgado-Gonzalo
2019	J	`jnl`	Embedded Deep Learning for Sleep Staging. CoRR Engin Türetken, Jérôme Van Zaen, Ricard Delgado-Gonzalo
2019	—	`conf`	Sepsis Detection Using Missingness Information. CinC Clémentine Aguet, Jérôme Van Zaen, Mathieu Lemay
2014	—	`conf`	Gesture recognition for interest detection in mobile applications. ICMCS Jérôme Van Zaen, Jody Hausmann, Kevin Salvi, Michel Deriaz
2014	—	`conf`	User behaviour recognition for interacting with an artistic mobile application. ICMCS Jody Hausmann, Kevin Salvi, Jérôme Van Zaen, Adrian Hindle, Michel Deriaz
2013	J	`jnl`	Adaptive frequency tracking of the baseline ECG identifies the site of atrial fibrillation termination by catheter ablation. Biomed. Signal Process. Control. Andréa Buttu, Etienne Pruvot, Jérôme Van Zaen, Alain Viso, Andrei Forclaz, Patrizio Pascale, Sanjiv M. Narayan, Jean-Marc Vesin
2009	—	`conf`	Time-frequency analysis based on the phase-rectified signal averaging method. EUSIPCO Meryem Jabloun, Jérôme Van Zaen, Jean-Marc Vesin
2008	—	`conf`	Harmonic extension of an adaptive notch filter for frequency tracking. EUSIPCO Yann Prudat, Jérôme Van Zaen, Jean-Marc Vesin