Articles of the Laboratory

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

Automated Detection of Acute Respiratory
Distress Using Temporal Visual Information

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

Optical Thermography Infrastructure to Assess Thermal Distribution in Critically Ill Children

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning

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

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