Health economics | Outcome research | Systematic literature review (SLR) Machine learning models for abstract screening task – A systematic literature review application for health economics and outcome research. May 9, 2024
Geriatrics | Machine Learning | Natural Language Processing | Neurology Enhancing Early Detection of Cognitive Decline in the Elderly through Ensemble of NLP Techniques: A Comparative Study Utilizing Large Language Models in Clinical Notes. April 18, 2024
Clinical Informatics | Healthcare Research COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model. March 6, 2021
Medical Informatics | Pharmacovigilance Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning. March 1, 2021
Clinical Informatics | Natural Language Processing Relation Extraction from Clinical Narratives Using Pre-trained Language Models. April 20, 2020
Clinical Pharmacology | Medical Informatics | Natural Language Processing A study of deep learning approaches for medication and adverse drug event extraction from clinical text. May 28, 2019
Oncology | Radiology Extraction of BI-RADS findings from breast ultrasound reports in Chinese using deep learning approaches. May 23, 2019