Hospital Medicine | Infectious Diseases | Microbiology Proof of concept study on early forecasting of antimicrobial resistance in hospitalized patients using machine learning and simple bacterial ecology data. September 30, 2024
Hospital Medicine | Infectious Diseases | Pediatrics Identification of mycoplasma pneumonia in children based on fusion of multi-modal clinical free-text description and structured test data. May 23, 2024
Data Science | Health Informatics | Hospital Medicine Using machine learning models to predict falls in hospitalised adults. April 7, 2024
Health Informatics | Hospital Medicine | Internal Medicine Contrastive Transfer Learning for Prediction of Adverse Events in Hospitalized Patients. January 10, 2024
Hospital Medicine | Pharmacy Using machine learning or deep learning models in a hospital setting to detect inappropriate prescriptions: a systematic review. December 5, 2023
Data Science | Health Informatics | Hospital Medicine Finding the best trade-off between performance and interpretability in predicting hospital length of stay using structured and unstructured data. November 30, 2023
Hospital Medicine | Predictive Medicine Enhancing length of stay prediction by learning similarity-aware representations for hospitalized patients. October 2, 2023
Cardiology | Critical Care Medicine | Hospital Medicine Prospective, multicenter validation of the deep learning-based cardiac arrest risk management system for predicting in-hospital cardiac arrest or unplanned intensive care unit transfer in patients admitted to general wards. September 5, 2023
Geriatrics | Hospital Medicine Identifying Barriers to Post-Acute Care Referral and Characterizing Negative Patient Preferences Among Hospitalized Older Adults Using Natural Language Processing. May 2, 2023
Artificial Intelligence | Geriatrics | Hospital Medicine Intelligent Monitoring Model for Fall Risks of Hospitalized Elderly Patients. October 30, 2022
Artificial Intelligence | Geriatrics | Hospital Medicine A model for predicting fall risks of hospitalized elderly in Taiwan-A machine learning approach based on both electronic health records and comprehensive geriatric assessment. August 27, 2022
Hospital Medicine | Internal Medicine | Pharmacology Electronic prescribing systems as tools to improve patient care: a learning health systems approach to increase guideline concordant prescribing for venous thromboembolism prevention. July 16, 2022