Clinical Natural Language Processing Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing. July 9, 2024
Behavioral Medicine | Health Communication | Public Health Discerning conversational context in online health communities for personalized digital behavior change solutions using Pragmatics to Reveal Intent in Social Media (PRISM) framework. February 26, 2023
Clinical Informatics | Health Informatics | Natural Language Processing Deep learning-based NLP data pipeline for EHR-scanned document information extraction. June 15, 2022
Radiology Fine-grained spatial information extraction in radiology as two-turn question answering. November 28, 2021
Clinical Research | Health Informatics Patient Cohort Retrieval using Transformer Language Models. May 3, 2021
Clinical Natural Language Processing | Phenotyping Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data. March 12, 2021
Health Informatics Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review. January 2, 2021
Radiology A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports. December 18, 2020
Behavioral Science | Health Informatics | Public Health Social Media as a Research Tool (SMaaRT) for Risky Behavior Analytics: Methodological Review. November 30, 2020
Medical Informatics An evaluation of two commercial deep learning-based information retrieval systems for COVID-19 literature. November 16, 2020
Health Informatics | Machine Learning | Medical Records Automatic classification of scanned electronic health record documents. October 22, 2020