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
Data Science | Public Health | Social Media Analysis Understanding Public Perceptions of Measles from Twitter Using Multi-Task Convolutional Neural Networks. June 8, 2022
Information Technology | Machine Learning | Public Health Using Machine Learning-Based Approaches for the Detection and Classification of Human Papillomavirus Vaccine Misinformation: Infodemiology Study of Reddit Discussions. August 12, 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
Health Informatics Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review. January 2, 2021
Data Science | Health Communication | Public Health Use of Deep Learning to Analyze Social Media Discussions About the Human Papillomavirus Vaccine. November 13, 2020
Artificial Intelligence | Internal Medicine | Pulmonology Asthma Exacerbation Prediction and Risk Factor Analysis Based on a Time-Sensitive, Attentive Neural Network: Retrospective Cohort Study. August 3, 2020
Biomedical Informatics | Clinical Informatics Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records. April 30, 2020
Clinical Informatics | Natural Language Processing Relation Extraction from Clinical Narratives Using Pre-trained Language Models. April 20, 2020
Medical Informatics Deep learning in clinical natural language processing: a methodical review. December 3, 2019
Public Health | Social Media Analysis Leveraging deep learning to understand health beliefs about the Human Papillomavirus Vaccine from social media. July 18, 2019