Health Informatics | Medical Coding | Oncology Integrating predictive coding and a user-centric interface for enhanced auditing and quality in cancer registry data. May 1, 2024
Cardiology | Health Informatics | Internal Medicine An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR). April 24, 2024
Emergency Medicine | Health Informatics | Machine Learning Prediction of high-risk emergency department revisits from a machine-learning algorithm: a proof-of-concept study. April 22, 2024
Health Informatics | Intensive Care Medicine | Machine Learning A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care. April 22, 2024
Health Informatics | Infectious Diseases | Surgery An explainable long short-term memory network for surgical site infection identification. April 14, 2024
Diabetology | Geriatrics | Health Informatics | Machine Learning A novel electronic health record-based, machine-learning model to predict severe hypoglycemia leading to hospitalizations in older adults with diabetes: A territory-wide cohort and modeling study. April 12, 2024
Health Informatics | Trauma Surgery Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models. April 8, 2024
Data Science | Health Informatics | Hospital Medicine Using machine learning models to predict falls in hospitalised adults. April 7, 2024
Bioinformatics | Disease Prediction | Health Consumer | Health Informatics Hybrid disease prediction approach leveraging digital twin and metaverse technologies for health consumer. April 4, 2024
Cardiology | Health Informatics | Machine Learning Comprehensive evaluation and performance analysis of machine learning in heart disease prediction. April 3, 2024
Emergency Medicine | Health Informatics Interpretable Deep Learning System for Identifying Critical Patients Through the Prediction of Triage Level, Hospitalization, and Length of Stay: Prospective Study. April 1, 2024
Biomedical Informatics | Health Informatics Unmasking bias in artificial intelligence: a systematic review of bias detection and mitigation strategies in electronic health record-based models. March 23, 2024