Classification | Clustering | Intensive Care Units | Risk Modeling ExpertNet: A Deep Learning Approach to Combined Risk Modeling and Subtyping in Intensive Care Units. October 11, 2023
Bioinformatics | Critical Care Medicine | Data Science Advancing the Understanding of Clinical Sepsis Using Gene Expression-Driven Machine Learning to Improve Patient Outcomes. September 26, 2023
Critical Care Medicine | Health Informatics | Internal Medicine Machine Learning-Based Early Prediction of Sepsis Using Electronic Health Records: A Systematic Review. September 9, 2023
Critical Care Medicine | Data Science Frequent temporal patterns of physiological and biological biomarkers and their evolution in sepsis. September 6, 2023
Health Informatics | Intensive Care Medicine | Machine Learning Predicting sepsis using deep learning across international sites: a retrospective development and validation study. August 17, 2023
Artificial Intelligence in Medicine | Critical Care Medicine | Medical Decision Making A dosing strategy model of deep deterministic policy gradient algorithm for sepsis patients. May 4, 2023
Intensive Care Medicine PoEMS: Policy Network-based Early Warning Monitoring System for Sepsis in Intensive Care Units. May 2, 2023
Radiology Differentiation of Fungal, Viral, and Bacterial Sepsis using Multimodal Deep Learning. April 24, 2023
Clinical decision support systems | Critical Care Medicine | Machine Learning Exploring a global interpretation mechanism for deep learning networks when predicting sepsis. February 22, 2023
Cardiology | Critical Care Medicine Unifying cardiovascular modelling with deep reinforcement learning for uncertainty aware control of sepsis treatment. February 22, 2023
Biomedical Engineering | Critical Care Medicine | Medical Imaging Deep learning and computer vision techniques for microcirculation analysis: A review. January 26, 2023
Critical Care Medicine Artificial intelligence can use physiological parameters to optimize treatment strategies and predict clinical deterioration of sepsis in ICU. January 4, 2023