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Articles du laboratoire

Le laboratoire croit en une vision basée sur un modèle d'innovation ouverte. Dans cette optique, nous souhaitons partager nos connaissances et faire rayonner le milieu académiques avec la publications d'articles.

1

Real-Time Current Volume Estimation System from an Azure Kinect Camera in Pediatric Intensive Care: Technical Development

5

Machine and Deep Learning Models for Hypoxemia Severity
Triage in CBRNE Emergencies

7

Automated Detection of Acute Respiratory
Distress Using Temporal Visual Information

9

Dense-Unet: a light model for lung fields segmentation in Chest X-Ray images

11

Optical Thermography Infrastructure to Assess Thermal Distribution in Critically Ill Children

13

Arterial Partial Pressures of Carbon Dioxide Estimation Using Non-Invasive Parameters in Mechanically Ventilated Children

15

Remote design of a pediatric intensive care unit dashboard in time of pandemics

17

Creating a High-Frequency Electronic Database in the PICU: The Perpetual Patient*

19

A Web-Based Platform for the Automatic Stratification of ARDS Severity

21

Multimodality Video Acquisition System for the Assessment of Vital Distress in Children

23

Evaluation of the SIMULRESP: A simulation software of child and teenager cardiorespiratory physiology

25

Joint classification and segmentation for an interpretable diagnosis of acute respiratory distress syndrome from chest x-rays

4

Acute Respiratory Distress Identification via Multi-Modality
Using Deep Learning

6

Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring

8

Clinical Decision Support in the PICU: Implications for Design and Evaluation

10

A data-driven approach to include availability of ICU beds in the planning of the operating roomR

12

Detecting of a Patient’s Condition From Clinical Narratives Using Natural Language Representation

14

Automatic eye localization for hospitalized infants and children using convolutional neural networks

16

Using machine learning models to predict oxygen saturation following ventilator support adjustment in critically ill children

18

Situation Awareness-Oriented Dashboard in ICUs in Support of Resource Management in Time of Pandemics

20

Hemodynamic assessment in children after cardiac surgery: A pilot study on the value of infrared thermography

22

Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning

24

Clinical Decision Support System to Detect the Occurrence of Ventilator-Associated Pneumonia in Pediatric Intensive Care

26

Data Representation Structure to Support Clinical Decision-Making in the Pediatric Intensive Care Unit: Interview Study and Preliminary Decision Support Interface Design

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