Critical Care | Intensive Care | Pulmonology Development and Validation of a Deep Learning Classifier Using Chest Radiographs to Predict Extubation Success in Patients Undergoing Invasive Mechanical Ventilation. June 27, 2024
Cardiology | Intensive Care Continuous monitoring of left ventricular function in postoperative intensive care patients using artificial intelligence and transesophageal echocardiography. June 10, 2024
Anesthesiology | Intensive Care | Pediatrics Predicting the risk of inappropriate depth of endotracheal intubation in pediatric patients using machine learning approaches. March 29, 2023
Intensive Care | Radiology Transformer-based structuring of free-text radiology report databases. March 11, 2023
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
Infectious Disease | Intensive Care | Molecular Biology Deep IDA: A Deep Learning Method for Integrative Discriminant Analysis of Multi-View Data with Feature Ranking — An Application to COVID-19 severity. November 24, 2021
Intensive Care Predicting the Need for Vasopressors in the Intensive Care Unit Using an Attention Based Deep Learning Model. November 12, 2020
Intensive Care | Neurology A Correlation-Driven Mapping For Deep Learning application in detecting artifacts within the EEG. October 15, 2020
Health Informatics | Intensive Care Interpretable Predictions of Clinical Outcomes with An Attention-based Recurrent Neural Network. June 24, 2020
Critical Care Medicine | Intensive Care | Neurology Automated tracking of level of consciousness and delirium in critical illness using deep learning. September 11, 2019
Emergency Medicine | Intensive Care Predicting Cardiac Arrest and Respiratory Failure Using Feasible Artificial Intelligence with Simple Trajectories of Patient Data. August 31, 2019
Infectious Disease | Intensive Care | Machine Learning Early Prediction of Sepsis in EMR Records Using Traditional ML Techniques and Deep Learning LSTM Networks. November 16, 2018