Using machine learning models to predict oxygen saturation following ventilator support adjustment in critically ill children: A single center pilot study

Equilibration Time Required for Respiratory System Compliance and Oxygenation Response Following Changes in Positive End-Expiratory Pressure in Mechanically Ventilated Children

(2018) Craig D. Smallwood et al.   CRITICAL CARE MEDICINE

Creating a High-Frequency Electronic Database in the PICU

(2018) David Brossier et al.   Pediatric Critical Care Medicine

How Much Oxygen? Oxygen Titration Goals during Mechanical Ventilation

(2016) Sonal R. Pannu et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

Effect of Conservative vs Conventional Oxygen Therapy on Mortality Among Patients in an Intensive Care Unit

(2016) Massimo Girardis et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Machine Learning and Decision Support in Critical Care

(2016) Alistair E. W. Johnson et al.   PROCEEDINGS OF THE IEEE

MIMIC-III, a freely accessible critical care database

(2016) Alistair E.W. Johnson et al.   Scientific Data

Pulse oximeter plethysmograph variation and its relationship to the arterial waveform in mechanically ventilated children

(2012) J. R. Chandler et al.   JOURNAL OF CLINICAL MONITORING AND COMPUTING

Risk factors associated with increased length of mechanical ventilation in children

(2011) Valérie Payen et al.   Pediatric Critical Care Medicine

Pulse Oximetry in Pediatric Practice

(2011) S. Fouzas et al.   PEDIATRICS

Development and implementation of explicit computerized protocols for mechanical ventilation in children

(2011) Philippe Jouvet et al.   Annals of Intensive Care

Oxygenation equilibration time after alteration of inspired oxygen in critically ill patients

(2009) George Fildissis et al.   HEART & LUNG

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT