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Blue Pattern

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Articles of the Laboratory

The laboratory believes in a vision based on an open innovation model. With this in mind, we wish to share our knowledge and promote the academic community with the publication of articles.

1

Automated Detection of Acute Respiratory
Distress Using Temporal Visual Information

3

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

5

Optical Thermography Infrastructure to Assess Thermal Distribution in Critically Ill Children

7

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

9

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

11

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

13

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

15

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

17

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

19

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

2

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

4

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

6

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

8

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

10

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

12

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

14

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

16

Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning

18

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

20

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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