Computer-aided diagnosis system for the Acute Respiratory Distress Syndrome from chest radiographs. - Nesrine Zaglam; Philippe Jouvet; Olivier Flechelles; Guillaume Emeriaud; Farida Cheriet (Comput. Biol. Medicine, 2014)

A computer vision method for respiratory monitoring in intensive care environment using RGB-D cameras. - Haythem Rehouma; Rita Noumeir; Philippe Jouvet; Wassim Bouachir; Sandrine Essouri (IPTA, 2017)

3D imaging system for respiratory monitoring in pediatric intensive care environment. - Haythem Rehouma; Rita Noumeir; Wassim Bouachir; Philippe Jouvet; Sandrine Essouri (Comput. Medical Imaging Graph., 2018)

Compression of Patient's Video for Transmission Over Low Bandwidth Network. - Romain Delhaye; Rita Noumeir; Georges Kaddoum; Philippe Jouvet (IEEE Access, 2019)

Visualizing and Quantifying Thoraco-Abdominal Asynchrony in Children From Motion Point Clouds: A Pilot Study. - Haythem Rehouma; Rita Noumeir; Gabriel Masson; Sandrine Essouri; Philippe Jouvet (IEEE Access, 2019)

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. - Mahmoud Nadar; Philippe Jouvet; Marisa Tucci; Baruch Toledano; Martin Cyr; Claude Sicotte (Int. J. Medical Informatics, 2019)

Dense-Unet: a light model for lung fields segmentation in Chest X-Ray images. - Mohammad E. Yahyatabar; Philippe Jouvet; Farida Cheriet (EMBC, 2020)

Advancements in Methods and Camera-Based Sensors for the Quantification of Respiration. - Haythem Rehouma; Rita Noumeir; Sandrine Essouri; Philippe Jouvet (Sensors, 2020)

Quantitative Assessment of Spontaneous Breathing in Children: Evaluation of a Depth Camera System. - Haythem Rehouma; Rita Noumeir; Sandrine Essouri; Philippe Jouvet (IEEE Trans. Instrum. Meas., 2020)

Implementation of a Computerized Provider Order Entry System in a Pediatric Hospital in Canada. - Man Qing Liang; Amélie Boudjellab; Hyukjin Kwon; Philippe Jouvet; Denis Lebel; Maxime Thibault; Aude Motulsky (MIE, 2021)

Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives. - Thanh-Dung Le; Rita Noumeir; Jerome Rambaud; Guillaume Sans; Philippe Jouvet (CoRR, 2021)

Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation. - Thanh-Dung Le; Jerome Rambaud; Guillaume Sans; Philippe Jouvet; Rita Noumeir (CoRR, 2021)

Automatic eye localization for hospitalized infants and children using convolutional neural networks. - Vanessa Prinsen; Philippe Jouvet; Sally Al Omar; Gabriel Masson; Armelle Bridier; Rita Noumeir (Int. J. Medical Informatics, 2021)

Arterial Partial Pressures of Carbon Dioxide Estimation Using Non-Invasive Parameters in Mechanically Ventilated Children. - Jihad El Tannoury; Michael Sauthier; Philippe Jouvet; Rita Noumeir (IEEE Trans. Biomed. Eng., 2021)

Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning. - Thanh-Dung Le; Rita Noumeir; Jerome Rambaud; Guillaume Sans; Philippe Jouvet (CoRR, 2022)

A Small-Scale Switch Transformer and NLP-based Model for Clinical Narratives Classification. - Thanh-Dung Le; Philippe Jouvet; Rita Noumeir (CoRR, 2023)

Label Propagation Techniques for Artifact Detection in Imbalanced Classes using Photoplethysmogram Signals. - Clara Macabiau; Thanh-Dung Le; Kevin Albert; Philippe Jouvet; Rita Noumeir (CoRR, 2023)

Multimodality Video Acquisition System for the Assessment of Vital Distress in Children. - Vincent Boivin; Mana Shahriari; Gaspar Faure; Simon Mellul; Edem Donatien Tiassou; Philippe Jouvet; Rita Noumeir (Sensors, 2023)

SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution. - Cyprien Arnold; Philippe Jouvet; Lama Seoud (CVPR Workshops, 2024)

A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection. - Thanh-Dung Le; Clara Macabiau; Kevin Albert; Philippe Jouvet; Rita Noumeir (IEEE Access, 2024)

Label Propagation Techniques for Artifact Detection in Imbalanced Classes Using Photoplethysmogram Signals. - Clara Macabiau; Thanh-Dung Le; Kevin Albert; Mana Shahriari; Philippe Jouvet; Rita Noumeir (IEEE Access, 2024)

Automated Detection of Acute Respiratory Distress Using Temporal Visual Information. - Wajahat Nawaz; Philippe Jouvet; Rita Noumeir (IEEE Access, 2024)

Empowering Clinicians with Medical Decision Transformers: A Framework for Sepsis Treatment. - Aamer Abdul Rahman; Pranav Agarwal; Rita Noumeir; Philippe Jouvet; Vincent Michalski; Samira Ebrahimi Kahou (CoRR, 2024)

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. - Santino Nanini; Mariem Abid; Yassir Mamouni; Arnaud Wiedemann; Philippe Jouvet; Stephane Bourassa (CoRR, 2024)

The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints. - Thanh-Dung Le; Ti Ti Nguyen; Vu Nguyen Ha; Symeon Chatzinotas; Philippe Jouvet; Rita Noumeir (IEEE Access, 2025)

rPPG Estimation: Vision Transformer With 3-D Temporal Central Difference. - Mohamed Khalil Ben Salah; Philippe Jouvet; Rita Noumeir (IEEE Trans. Instrum. Meas., 2025)

Heart Rate and Body Temperature Relationship in Children Admitted to PICU: A Machine Learning Approach. - Emilie Lu; Thanh-Dung Le; Philippe Jouvet; Rita Noumeir (IEEE Trans. Biomed. Eng., 2025)