Critical Care Medicine | Internal Medicine M-ClustEHR: A multimodal clustering approach for electronic health records. June 22, 2024
Hematology | Immunology Deciphering Abnormal Platelet Subpopulations in COVID-19, Sepsis and Systemic Lupus Erythematosus through Machine Learning and Single-Cell Transcriptomics. June 19, 2024
Critical Care Medicine | Intensive Care Medicine Counterfactual Sepsis Outcome Prediction Under Dynamic and Time-Varying Treatment Regimes. June 3, 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 | Healthcare | Machine Learning A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis. May 21, 2024
Artificial Intelligence | Critical Care Medicine Application of AI in Sepsis: Citation Network Analysis and Evidence Synthesis. April 15, 2024
Clinical Pharmacology | Infectious Diseases Clinical knowledge-guided deep reinforcement learning for sepsis antibiotic dosing recommendations. March 29, 2024
Artificial Intelligence in Healthcare | Intensive Care Medicine Prognostic prediction of sepsis patient using transformer with skip connected token for tabular data. March 10, 2024
Biostatistics | Critical Care Medicine Subtle variation in sepsis-III definitions markedly influences predictive performance within and across methods. January 22, 2024
Clinical Medicine | Intensive Care Unit | Machine Learning Deep learning-based prediction of in-hospital mortality for sepsis. January 3, 2024
Critical Care Medicine | Health Informatics | Machine Learning Development and Validation of Deep-Learning-Based Sepsis and Septic Shock Early Prediction System (DeepSEPS) Using Real-World ICU Data. November 25, 2023
Critical Care Medicine | Immunology Three-dimensional label-free morphology of CD8 + T cells as a sepsis biomarker. November 6, 2023