Clinical Informatics | Healthcare Technology | Medical NLP Detection of Medication Mentions and Medication Change Events in Clinical Notes Using Transformer-Based Models. January 25, 2024
Health Informatics | Natural Language Processing Overview of the 8th social media mining for health applications (#SMM4H) shared tasks at the AMIA 2023 annual symposium. January 13, 2024
Health Informatics | Natural Language Processing Overview of the 8 Social Media Mining for Health Applications (#SMM4H) Shared Tasks at the AMIA 2023 Annual Symposium. November 21, 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
Health Informatics | Public Health The Role of Natural Language Processing during the COVID-19 Pandemic: Health Applications, Opportunities, and Challenges. November 24, 2022
Digital Health | Machine Learning | Psychiatry Text classification models for the automatic detection of nonmedical prescription medication use from social media. January 27, 2021
Addiction Medicine | Data Science | Public Health Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter. December 8, 2020
Digital Health | Epidemiology Towards scaling Twitter for digital epidemiology of birth defects. October 4, 2019
Informatics | Pharmacovigilance | Public Health Pharmacovigilance from social media: mining adverse drug reaction mentions using sequence labeling with word embedding cluster features. November 13, 2018