Health Informatics | Natural Language Processing | Pharmacology Research on named entity recognition of adverse drug reactions based on NLP and deep learning. June 19, 2023
Emergency Medicine | Health Informatics | Infectious Disease Towards Predicting Length of Stay and Identification of Cohort Risk Factors Using Self-Attention-Based Transformers and Association Mining: COVID-19 as a Phenotype. May 27, 2023
Health Informatics | Medical Informatics Retrieve and rerank for automated ICD coding via Contrastive Learning. May 21, 2023
Clinical Prediction | Deep Learning | Health Informatics RIMD: A novel method for clinical prediction. May 20, 2023
Clinical Research | Health Informatics | Machine Learning | Privacy-Preserving Data Analysis Feasibility Study of Federated Learning on the Distributed Research Network of OMOP Common Data Model. May 16, 2023
Cardiology | Deep Learning | Health Informatics Towards realistic privacy-preserving deep learning over encrypted medical data. May 15, 2023
Dermatology | Health Informatics | Medical Imaging YOLO-Based Deep Learning Model for Pressure Ulcer Detection and Classification. May 13, 2023
Diabetology | Health Informatics Patient multi-relational graph structure learning for diabetes clinical assistant diagnosis. May 10, 2023
Health Informatics | Neurology | Pediatrics PredictMed-epilepsy: A multi-agent based system for epilepsy detection and prediction in neuropediatrics. May 7, 2023
Clinical Risk Prediction | Health Informatics | Machine Learning KIT-LSTM: Knowledge-guided Time-aware LSTM for Continuous Clinical Risk Prediction. May 3, 2023
Diabetology | Health Informatics | Predictive Medicine Deep Learning vs Traditional Models for Predicting Hospital Readmission among Patients with Diabetes. May 2, 2023
Clinical Decision Support | Data Science | Health Informatics | Internal Medicine A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction. May 2, 2023