Critical Care Medicine | Nutrition Optimize individualized energy delivery for septic patients using predictive deep learning models. July 5, 2024
Critical Care Medicine The Impact of Multi-Institution Datasets on the Generalizability of Machine Learning Prediction Models in the ICU. July 3, 2024
Critical Care Medicine | Neurology Do all sedatives promote biological sleep electroencephalogram patterns? A machine learning framework to identify biological sleep promoting sedatives using electroencephalogram. July 2, 2024
Anesthesiology | Critical Care Medicine Experiential Learning with Ketamine: A Mixed-Methods Exploratory Study on Prescription and Perception. June 27, 2024
Critical Care Medicine | Internal Medicine M-ClustEHR: A multimodal clustering approach for electronic health records. June 22, 2024
Critical Care Medicine | Healthcare Management Timely ICU Outcome Prediction Utilizing Stochastic Signal Analysis and Machine Learning Techniques with Readily Available Vital Sign Data. June 18, 2024
Critical Care Medicine | Neurology Improving Clinician Performance in Classifying EEG Patterns on the Ictal-Interictal Injury Continuum Using Interpretable Machine Learning. June 14, 2024
Biomedical Engineering | Critical Care Medicine | Data Science A Deep Learning Framework for Predicting Patient Decannulation on Extracorporeal Membrane Oxygenation Devices: Development and Model Analysis Study. June 14, 2024
Critical Care Medicine | Intensive Care Medicine Counterfactual Sepsis Outcome Prediction Under Dynamic and Time-Varying Treatment Regimes. June 3, 2024
Critical Care Medicine | Neurology | Physiotherapy Deep Machine Learning Might Aid in Combating Intensive Care Unit-Acquired Weakness. May 27, 2024
Biomedical Engineering | Critical Care Medicine A design specification for Critical Illness Digital Twins (CIDTs) to cure sepsis: responding to the National Academies of Sciences, Engineering and Medicine Report “Foundational Research Gaps and Future Directions for Digital Twins”. May 27, 2024
Critical Care Medicine | Neurology Deep-Learning-Based Automated Anomaly Detection of EEGs in Intensive Care Units. May 25, 2024