Radiology Simulating doctors’ thinking logic for chest X-ray report generation via Transformer-based Semantic Query learning. October 14, 2023
Ophthalmology A knowledge-enhanced transform-based multimodal classifier for microbial keratitis identification. June 2, 2023
Causal Inference | Clinical Observational Data Analysis Disentangled representation for sequential treatment effect estimation. October 15, 2022
Clinical Medicine | Data Science On learning disentangled representations for individual treatment effect estimation. November 3, 2021
Cardiology Treatment effect prediction with adversarial deep learning using electronic health records. December 15, 2020
Cardiology | Healthcare Interpretable clinical prediction via attention-based neural network. July 10, 2020
Cardiology | Clinical Data Science Deep Representation Learning for Individualized Treatment Effect Estimation using Electronic Health Records. October 14, 2019
Cardiology Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome. April 2, 2019
Cardiology | Health Informatics A Regularized Deep Learning Approach for Clinical Risk Prediction of Acute Coronary Syndrome Using Electronic Health Records. March 6, 2019
Cardiology Using neural attention networks to detect adverse medical events from electronic health records. November 17, 2018