Data Science | Emergency Medicine | Health Informatics Prediction of COVID-19 Patients’ Emergency Room Revisit using Multi-Source Transfer Learning. March 15, 2024
Epidemiology | Infectious Diseases | Public Health Graph Neural Network Modeling of Web Search Activity for Real-time Pandemic Forecasting. February 9, 2024
Healthcare | Medical Research | Privacy Protection Mitigating Membership Inference in Deep Survival Analyses with Differential Privacy. December 28, 2023
Machine Learning | Medical Informatics | Named Entity Recognition | Natural Language Processing A comparison of few-shot and traditional named entity recognition models for medical text. August 29, 2023
Machine Learning | Natural Language Processing | Pharmacology Classifying Drug Ratings Using User Reviews with Transformer-Based Language Models. December 15, 2022
Geriatrics | Machine Learning | Neurology Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification. December 9, 2022
Medical Imaging | Ophthalmology Non-transfer Deep Learning of Optical Coherence Tomography for Post-hoc Explanation of Macular Disease Classification. September 28, 2022
Intensive Care Medicine | Radiology An empirical study of using radiology reports and images to improve ICU-mortality prediction. May 9, 2022
Clinical Informatics A Study of Deep Learning Methods for De-identification of Clinical Notes at Cross Institute Settings. December 27, 2019
Emergency Medicine | Trauma Medicine Language-Based Process Phase Detection in the Trauma Resuscitation. November 14, 2018
Data Science | Pharmacology Extracting Drug-Drug Interactions with Word and Character-Level Recurrent Neural Networks. November 13, 2018