Critical Care Medicine | Health Informatics Predicting ICU Readmission from Electronic Health Records via BERTopic with Long Short Term Memory Network Approach. September 28, 2024
Biomedical Informatics | Electronic Health Records (EHR) | Natural Language Processing EHR-HGCN: An Enhanced Hybrid Approach for Text Classification Using Heterogeneous Graph Convolutional Networks in Electronic Health Records. December 22, 2023
Computer Science | Healthcare A Structured Analysis to study the Role of Machine Learning and Deep Learning in The Healthcare Sector with Big Data Analytics. June 26, 2023
Clinical Research | Informatics Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions. August 30, 2021
Clinical Questionnaire Filling | Information Extraction | Medical Informatics Clinical questionnaire filling based on question answering framework. June 26, 2020
Medical Informatics | Traditional Chinese Medicine Deep generative learning for automated EHR diagnosis of traditional Chinese medicine. May 24, 2019
Data Science | Deep Learning | Healthcare Interpretable Representation Learning for Healthcare via Capturing Disease Progression through Time. May 3, 2019
Cardiology | Medical Informatics Using recurrent neural network models for early detection of heart failure onset. November 13, 2018