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2025
Comparison of artificial intelligence and logistic regression models for mortality prediction in acute respiratory distress syndrome: a systematic review and meta-analysis
Intensive Care Medicine Experimental
2025
Prediction Models for Mortality in Patients With Moderate to Severe ARDS Treated in the ICU
CHEST Critical Care
2024
Artificial Intelligence for Mechanical Ventilation: A Transformative Shift in Critical Care
Therapeutic Advances in Pulmonary and Critical Care Medicine
2024
A systematic review of machine learning models for management, prediction and classification of ARDS
Respiratory Research
2024
Multipotent mesenchymal stromal/stem cell-based therapies for acute respiratory distress syndrome: current progress, challenges, and future frontiers
Brazilian Journal of Medical and Biological Research
2024
Digital health delivery in respiratory medicine: adjunct, replacement or cause for division?
European Respiratory Review
2023
Lecture Notes in Networks and Systems
2023
Risk of Acute Respiratory Distress Syndrome in Community-Acquired Pneumonia Patients: Use of an Artificial Neural Network Model
Emergency Medicine International
2022
Artificial intelligence in acute respiratory distress syndrome: A systematic review
Artificial Intelligence in Medicine
2022
Prognostic value of glucose‐to‐lymphocyte ratio in critically ill patients with acute respiratory distress syndrome: A retrospective cohort study
Journal of Clinical Laboratory Analysis
2022
Multi-Modal Data Analysis for Pneumonia Status Prediction Using Deep Learning (MDA-PSP)
Diagnostics
2022
Optimal selection of COVID-19 vaccination sites in the Philippines at the municipal level
PeerJ
2021
Improvement of APACHE II score system for disease severity based on XGBoost algorithm
BMC Medical Informatics and Decision Making
2021
Can Big Data and Machine Learning Improve Our Understanding of Acute Respiratory Distress Syndrome?
Cureus
2020
Monitoring Big Data During Mechanical Ventilation in the ICU
Respiratory Care
2020
A New Hybrid Predictive Model to Predict the Early Mortality Risk in Intensive Care Units on a Highly Imbalanced Dataset
IEEE Access