Natural Language Processing Survey of transformers and towards ensemble learning using transformers for natural language processing. February 7, 2024
Epidemiology | Infectious Diseases | Public Health Identifying Potential Lyme Disease Cases Using Self-Reported Worldwide Tweets: Deep Learning Modeling Approach Enhanced With Sentimental Words Through Emojis. October 16, 2023
Health Informatics | Natural Language Processing | Pharmacology Research on named entity recognition of adverse drug reactions based on NLP and deep learning. June 19, 2023
Computer Science | Natural Language Processing | Radiology Deep Learning Approach for Negation and Speculation Detection for Automated Important Finding Flagging and Extraction in Radiology Report: Internal Validation and Technique Comparison Study. April 25, 2023
Machine Learning | Natural Language Processing | Pharmacology Classifying Drug Ratings Using User Reviews with Transformer-Based Language Models. December 15, 2022
Information Retrieval | Natural Language Processing (NLP) Deep Transfer Learning for Question Classification Based on Semantic Information Features of Category Labels. October 11, 2022
Healthcare | Occupational Health | Social Media Analysis Identifying health related occupations of Twitter users through word embedding and deep neural networks. September 28, 2022
Data Science | Information Technology | Public Health Fake or real news about COVID-19? Pretrained transformer model to detect potential misleading news. January 18, 2022
Clinical Oncology | Medical Informatics Natural language inference for curation of structured clinical registries from unstructured text. November 18, 2021
Digital Health | Machine Learning | Psychiatry Text classification models for the automatic detection of nonmedical prescription medication use from social media. January 27, 2021
Clinical Medicine | Informatics | NLP Clinical concept extraction using transformers. October 29, 2020