Critical Care | Machine Learning | Radiology | Respiratory Medicine Deep Learning-Based Automatic Assessment of Lung Impairment in COVID-19 Pneumonia: Predicting Markers of Hypoxia With Computer Vision. August 12, 2022
Biomedical Engineering | Critical Care | Health Informatics Requirement Analysis for an Intelligent Warning System to Alarm the Rapid Response Team Prior to Patient Deterioration. July 5, 2022
Critical Care | Intensive Care Medicine | Pulmonology The Contribution of Chest X-Ray to Predict Extubation Failure in Mechanically Ventilated Patients Using Machine Learning-Based Algorithms. June 15, 2022
Critical Care | Machine Learning | Pulmonology A Multi-task Gaussian Process Self-attention Neural Network for Real-time Prediction of the Need for Mechanical Ventilators in COVID-19 Patients. April 30, 2022
Cardiology | Critical Care A contrastive learning approach for ICU false arrhythmia alarm reduction. March 19, 2022
Critical Care | Intensive Care | Pulmonology SWIFT: A deep learning approach to prediction of hypoxemic events in critically-Ill patients using SpO2 waveform prediction. December 21, 2021
Cardiology | Critical Care Analysis of Cardiac Ultrasound Images of Critically Ill Patients Using Deep Learning. November 8, 2021
Critical Care | Internal Medicine | Public Health COVID Mortality Prediction with Machine Learning Methods: A Systematic Review and Critical Appraisal. September 28, 2021
Critical Care | Nephrology KGDAL: Knowledge Graph Guided Double Attention LSTM for Rolling Mortality Prediction for AKI-D Patients. September 20, 2021
Critical Care | Infectious Diseases | Internal Medicine COVID-19 mortality prediction from deep learning in a large multistate EHR and LIS dataset: algorithm development and validation. August 27, 2021
Critical Care | Infectious Diseases | Internal Medicine Deep Learning Methods to Predict Mortality in COVID-19 Patients: A Rapid Scoping Review. May 27, 2021
Critical Care | Intensive Care Unit | Machine Learning Application of Machine Learning in Intensive Care Unit (ICU) Settings Using MIMIC Dataset: Systematic Review. May 13, 2021