Critical Care Medicine | Health Informatics | Machine Learning Neural gradient boosting in federated learning for hemodynamic instability prediction: towards a distributed and scalable deep learning-based solution. May 2, 2023
Chinese Medicine | Health Informatics | Medical Informatics Multilevel Classification of Users’ Needs in Chinese Online Medical and Health Communities: Model Development and Evaluation Based on Graph Convolutional Network. April 20, 2023
Cardiology | Health Informatics | Machine Learning Comparison of Machine Learning Algorithms for Predicting Hospital Readmissions and Worsening Heart Failure Events in Patients With Heart Failure With Reduced Ejection Fraction: Modeling Study. April 17, 2023
Disease Prediction | Health Informatics | Machine Learning Disease Prediction Using Graph Machine Learning Based on Electronic Health Data: A Review of Approaches and Trends. April 13, 2023
Diabetology | Emergency Medicine | Health Informatics Using Machine Learning Algorithms to Predict Patient Portal Use Among Emergency Department Patients With Diabetes Mellitus. April 10, 2023
Health Informatics | Infectious Diseases | Machine Learning Privacy-Aware Early Detection of COVID-19 Through Adversarial Training. April 4, 2023
Cardiology | Health Informatics | Machine Learning Automated ICD coding for coronary heart diseases by a deep learning method. March 20, 2023
Cardiology | Health Informatics Generalizable and robust deep learning algorithm for atrial fibrillation diagnosis across geography, ages and sexes. March 18, 2023
Health Informatics | Infectious Disease Epidemiology Big data and infectious disease epidemiology: A bibliometric analysis and research agenda. March 13, 2023
Critical Care Medicine | Health Informatics | Internal Medicine Strategies of Predictive Schemes and Clinical Diagnosis for Prognosis Using MIMIC-III: A Systematic Review. March 11, 2023
Artificial Intelligence | Health Informatics Learning to Discriminate Adversarial Examples by Sensitivity Inconsistency in IoHT Systems. March 6, 2023
Clinical Research | Health Informatics Assessment of Natural Language Processing of Electronic Health Records to Measure Goals-of-Care Discussions as a Clinical Trial Outcome. March 2, 2023