Philippe Jouvet

Centre Hospitalier Universitaire Sainte-Justine — Canada

Medicine · Health Sciences

47h-index8.1kcitations378works1.92yr avg
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Research Topics

Respiratory Support and Mechanisms(145), Neonatal Respiratory Health Research(61), Cardiac Arrest and Resuscitation(56), Sepsis Diagnosis and Treatment(41), Metabolism and Genetic Disorders(34)

Publications371 total

PICU Face and Thoracoabdominal Detection Using Self-Supervised Divided Space–Time Mamba
Life·2025Open Access
Pilot-Optimizing Transfusion Therapy in Critically Ill Children With Anemia: A Pilot Multicenter Electronic Health Record-Enabled Randomized Controlled Trial on Red Blood Cell Transfusion in Critically Ill Children
Pediatric Critical Care Medicine·2025
Automated versus non-automated weaning for reducing the duration of mechanical ventilation for critically ill adults and children
Cochrane Database of Systematic Reviews·2025· 5 citedOpen Access
Use of norepinephrine in the pediatric intensive care unit: an international survey of prescription and administration habits in case of pediatric hypotensive shock
European Journal of Pediatrics·2025· 1 cited
Real-Time Current Volume Estimation System from an Azure Kinect Camera in Pediatric Intensive Care: Technical Development
Sensors·2025Open Access
Heart Rate and Body Temperature Relationship in Children Admitted to PICU: A Machine Learning Approach
IEEE Transactions on Biomedical Engineering·2025· 1 citedOpen Access
Acute Respiratory Distress Identification via Multi-Modality Using Deep Learning
Applied Sciences·2025· 1 citedOpen Access
The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints
IEEE Access·2025· 2 citedOpen Access
Template-based respiratory monitoring and tidal volume estimation
IEEE Journal of Biomedical and Health Informatics·2025
rPPG Estimation: Vision Transformer With 3-D Temporal Central Difference
IEEE Transactions on Instrumentation and Measurement·2025· 7 cited
Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset
IEEE Journal of Translational Engineering in Health and Medicine·2025· 2 citedOpen Access
Prevalence, management, health-care burden, and 90-day outcomes of prolonged mechanical ventilation in the paediatric intensive care unit (LongVentKids): an international, prospective, cross-sectional cohort study
The Lancet Child & Adolescent Health·2024· 3 citedOpen Access
Machine and Deep Learning Models for Hypoxemia Severity Triage in CBRNE Emergencies
Diagnostics·2024· 5 citedOpen Access
Hybrid Deep Learning-Based Enhanced Occlusion Segmentation in PICU Patient Monitoring
IEEE Open Journal of Engineering in Medicine and Biology·2024· 1 citedOpen Access
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
Preprints.org·2024Open Access
PP161 Topic: AS15–Lung: Respiratory Support/Acute Respiratory Failure/Other: GLOBAL COMPARISON OF THE EPIDEMIOLOGY OF PROLONGED MECHANICAL VENTILATION IN PICUS
Pediatric Critical Care Medicine·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
arXiv (Cornell University)·2024Open Access
Peak inspiratory pressure lacks accuracy to estimate plateau pressure in infants with severe obstructive lower airway disease
Pediatric Pulmonology·2024· 1 cited
Empowering Clinicians with Medical Decision Transformers: A Framework for Sepsis Treatment
arXiv (Cornell University)·2024· 1 citedOpen Access
SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution
2024· 12 cited
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Frequent Co-authors

Guillaume Émériaud(10), Daniel Rabier(6), Louise Rose(6), Jacques Lacroix(6), Philippe Hubert(5), Analía Fernández(4), Florent Baudin(4), Guy Touati(4), Sandrine Essouri(4), Adrienne G. Randolph(4), Bronagh Blackwood(4), D. Jan(4), Erin Hessey(4), Marc Dorais(4), Geneviève Morissette(4), Michael Pizzi(4), Véronique Phan(4), Michael Zappitelli(4), Robinder G. Khemani(3), Yolanda M. López‐Fernández(3)