Colorectal Surgery | Deep Learning | Medical Informatics Revolutionizing Postoperative Ileus Monitoring: Exploring GRU-D’s Real-Time Capabilities and Cross-Hospital Transferability. May 7, 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
Biomedical Engineering | Clinical Research | Health Informatics Foresight-a generative pretrained transformer for modelling of patient timelines using electronic health records: a retrospective modelling study. March 22, 2024
Health Informatics | Machine Learning in Healthcare EAPR: explainable and augmented patient representation learning for disease prediction. November 17, 2023
Artificial Intelligence | Cardiology | Clinical decision support systems | Critical Care Medicine Artificial intelligence for clinical decision support for monitoring patients in cardiovascular ICUs: A systematic review. April 17, 2023
Neurology | Radiology Artificial intelligence-based methods for fusion of electronic health records and imaging data. October 30, 2022
Ophthalmology Looking for low vision: Predicting visual prognosis by fusing structured and free-text data from electronic health records. January 9, 2022
Clinical Research | Informatics Deep EHR Spotlight: a Framework and Mechanism to Highlight Events in Electronic Health Records for Explainable Predictions. August 30, 2021
Medical Informatics | Oncology | Radiology Computer-aided diagnosis of hepatocellular carcinoma fusing imaging and structured health data. May 10, 2021
Clinical Questionnaire Filling | Information Extraction | Medical Informatics Clinical questionnaire filling based on question answering framework. June 26, 2020
Cardiology | Clinical Data Science Deep Representation Learning for Individualized Treatment Effect Estimation using Electronic Health Records. October 14, 2019
Critical Care Medicine | Pediatrics Interpretable Deep Models for ICU Outcome Prediction. December 2, 2018