A Hierarchical Learning Approach for Human Action Recognition by Nicolas Lemieux, Rita Noumeir

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Vision-Based Fall Detection Using ST-GCN by Oussema Keskes, Rita Noumeir

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Automated Detection of Acute Respiratory Distress Using Temporal Visual Information by Wajahat Nawaz, Philippe Jouvet, Rita Noumeir

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Infrared and 3D Skeleton Feature Fusion for RGB-D Action Recognition by Alban Main De Boissiere, Rita Noumeir

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Advancements in Methods and Camera-Based Sensors for the Quantification of Respiration by Haythem Rehouma, Rita Noumeir, Sandrine Essouri, Philippe Jouvet

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Acute Respiratory Distress Identification via Multi-Modality Using Deep Learning by Wajahat Nawaz, Kevin Albert, Philippe Jouvet, Rita Noumeir

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Compression of Patient’s Video for Transmission Over Low Bandwidth Network by Romain Delhaye, Rita Noumeir, Georges Kaddoum, Philippe Jouvet

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Visualizing and Quantifying Thoraco-Abdominal Asynchrony in Children From Motion Point Clouds: A Pilot Study by Haythem Rehouma, Rita Noumeir, Gabriel Masson, Sandrine Essouri, Philippe Jouvet

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A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection by Thanh-Dung Le, Clara Macabiau, Kevin Albert, Philippe Jouvet, Rita Noumeir

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Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation by Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet

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Data Representation Structure to Support Clinical Decision-Making in the Pediatric Intensive Care Unit: Interview Study and Preliminary Decision Support Interface Design by Najia Yakob, Sandrine Laliberté, Philippe Doyon-Poulin, Philippe Jouvet, Rita Noumeir

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Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning by Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet

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Optical Thermography Infrastructure to Assess Thermal Distribution in Critically Ill Children by Monisha Shcherbakova, Rita Noumeir, Michael Levy, Armelle Bridier, Victor Lestrade, Philippe Jouvet

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Label Propagation Techniques for Artifact Detection in Imbalanced Classes Using Photoplethysmogram Signals by Clara Macabiau, Thanh-Dung Le, Kevin Albert, Mana Shahriari, Philippe Jouvet, Rita Noumeir

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Hybrid Deep Learning-Based Enhanced Occlusion Segmentation in PICU Patient Monitoring by Mario Francisco Munoz, Hoang Vu Huy, Thanh-Dung Le, Philippe Jouvet, Rita Noumeir

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Using machine learning models to predict oxygen saturation following ventilator support adjustment in critically ill children: A single center pilot study. by Sam Ghazal, Michael Sauthier, David Brossier, Wassim Bouachir, Philippe A Jouvet, Rita Noumeir

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Hemodynamic assessment in children after cardiac surgery: A pilot study on the value of infrared thermography by Armelle Bridier, Monisha Shcherbakova, Atsushi Kawaguchi, Nancy Poirier, Carla Said, Rita Noumeir, Philippe Jouvet

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Multimodality Video Acquisition System for the Assessment of Vital Distress in Children by Vincent Boivin, Mana Shahriari, Gaspar Faure, Simon Mellul, Edem Donatien Tiassou, Philippe Jouvet, Rita Noumeir

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Deployment of a Fully-Automated Green Fluorescent Protein Imaging System in a High Arctic Autonomous Greenhouse by Alain Berinstain, Rita Noumeir, Stephen Braham, Thomas Graham, Anna-Lisa Paul, Matthew Bamsey, Talal Abboud, Robert Ferl

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