Philippe Jouvet

29 papers Journal 25Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Non-Contact Physiological Monitoring in Pediatric Intensive Care Units via Adaptive Masking and Self-Supervised Learning. CoRR Mohamed Khalil Ben Salah, Philippe Jouvet, Rita Noumeir
2025	J	`jnl`	Heart Rate and Body Temperature Relationship in Children Admitted to PICU: A Machine Learning Approach. IEEE Trans. Biomed. Eng. Emilie Lu, Thanh-Dung Le, Philippe Jouvet, Rita Noumeir
2025	J	`jnl`	The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints. IEEE Access Thanh-Dung Le, Ti Ti Nguyen, Vu Nguyen Ha, Symeon Chatzinotas, Philippe Jouvet, Rita Noumeir
2025	J	`jnl`	rPPG Estimation: Vision Transformer With 3-D Temporal Central Difference. IEEE Trans. Instrum. Meas. Mohamed Khalil Ben Salah, Philippe Jouvet, Rita Noumeir
2024	J	`jnl`	A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection. IEEE Access Thanh-Dung Le, Clara Macabiau, Kevin Albert, Philippe Jouvet, Rita Noumeir
2024	J	`jnl`	Automated Detection of Acute Respiratory Distress Using Temporal Visual Information. IEEE Access Wajahat Nawaz, Philippe Jouvet, Rita Noumeir
2024	J	`jnl`	Development and Comparative Analysis of Machine Learning Models for Hypoxemia Severity Triage in CBRNE Emergency Scenarios Using Physiological and Demographic Data from Medical-Grade Devices. CoRR Santino Nanini, Mariem Abid, Yassir Mamouni, Arnaud Wiedemann, Philippe Jouvet, Stephane Bourassa
2024	J	`jnl`	Empowering Clinicians with Medical Decision Transformers: A Framework for Sepsis Treatment. CoRR Aamer Abdul Rahman, Pranav Agarwal, Rita Noumeir, Philippe Jouvet, Vincent Michalski, Samira Ebrahimi Kahou
2024	J	`jnl`	Label Propagation Techniques for Artifact Detection in Imbalanced Classes Using Photoplethysmogram Signals. IEEE Access Clara Macabiau, Thanh-Dung Le, Kevin Albert, Mana Shahriari, Philippe Jouvet, Rita Noumeir
2024	—	`conf`	SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution. CVPR Workshops Cyprien Arnold, Philippe Jouvet, Lama Seoud
2024	J	`jnl`	SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution. CoRR Cyprien Arnold, Philippe Jouvet, Lama Seoud
2023	J	`jnl`	A Small-Scale Switch Transformer and NLP-based Model for Clinical Narratives Classification. CoRR Thanh-Dung Le, Philippe Jouvet, Rita Noumeir
2023	J	`jnl`	Label Propagation Techniques for Artifact Detection in Imbalanced Classes using Photoplethysmogram Signals. CoRR Clara Macabiau, Thanh-Dung Le, Kevin Albert, Philippe Jouvet, Rita Noumeir
2023	J	`jnl`	Multimodality Video Acquisition System for the Assessment of Vital Distress in Children. Sensors Vincent Boivin, Mana Shahriari, Gaspar Faure, Simon Mellul, Edem Donatien Tiassou, Philippe Jouvet, Rita Noumeir
2022	J	`jnl`	Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning. CoRR Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet
2021	J	`jnl`	Arterial Partial Pressures of Carbon Dioxide Estimation Using Non-Invasive Parameters in Mechanically Ventilated Children. IEEE Trans. Biomed. Eng. Jihad El Tannoury, Michael Sauthier, Philippe Jouvet, Rita Noumeir
2021	J	`jnl`	Automatic eye localization for hospitalized infants and children using convolutional neural networks. Int. J. Medical Informatics Vanessa Prinsen, Philippe Jouvet, Sally Al Omar, Gabriel Masson, Armelle Bridier, Rita Noumeir
2021	J	`jnl`	Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation. CoRR Thanh-Dung Le, Jerome Rambaud, Guillaume Sans, Philippe Jouvet, Rita Noumeir
2021	—	`conf`	Implementation of a Computerized Provider Order Entry System in a Pediatric Hospital in Canada. MIE Man Qing Liang, Amélie Boudjellab, Hyukjin Kwon, Philippe Jouvet, Denis Lebel, Maxime Thibault, Aude Motulsky
2021	J	`jnl`	Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives. CoRR Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet
2020	J	`jnl`	Advancements in Methods and Camera-Based Sensors for the Quantification of Respiration. Sensors Haythem Rehouma, Rita Noumeir, Sandrine Essouri, Philippe Jouvet
2020	—	`conf`	Dense-Unet: a light model for lung fields segmentation in Chest X-Ray images. EMBC Mohammad E. Yahyatabar, Philippe Jouvet, Farida Cheriet
2020	J	`jnl`	Quantitative Assessment of Spontaneous Breathing in Children: Evaluation of a Depth Camera System. IEEE Trans. Instrum. Meas. Haythem Rehouma, Rita Noumeir, Sandrine Essouri, Philippe Jouvet
2019	J	`jnl`	Compression of Patient's Video for Transmission Over Low Bandwidth Network. IEEE Access Romain Delhaye, Rita Noumeir, Georges Kaddoum, Philippe Jouvet
2019	J	`jnl`	The implementation of a synchronous telemedicine platform linking off-site pediatric intensivists and on-site fellows in a pediatric intensive care unit: A feasibility study. Int. J. Medical Informatics Mahmoud Nadar, Philippe Jouvet, Marisa Tucci, Baruch Toledano, Martin Cyr, Claude Sicotte
2019	J	`jnl`	Visualizing and Quantifying Thoraco-Abdominal Asynchrony in Children From Motion Point Clouds: A Pilot Study. IEEE Access Haythem Rehouma, Rita Noumeir, Gabriel Masson, Sandrine Essouri, Philippe Jouvet
2018	J	`jnl`	3D imaging system for respiratory monitoring in pediatric intensive care environment. Comput. Medical Imaging Graph. Haythem Rehouma, Rita Noumeir, Wassim Bouachir, Philippe Jouvet, Sandrine Essouri
2017	—	`conf`	A computer vision method for respiratory monitoring in intensive care environment using RGB-D cameras. IPTA Haythem Rehouma, Rita Noumeir, Philippe Jouvet, Wassim Bouachir, Sandrine Essouri
2014	J	`jnl`	Computer-aided diagnosis system for the Acute Respiratory Distress Syndrome from chest radiographs. Comput. Biol. Medicine Nesrine Zaglam, Philippe Jouvet, Olivier Flechelles, Guillaume Emeriaud, Farida Cheriet