Clinical Medicine | Medical Informatics Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study. November 10, 2022
Ophthalmology Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods. September 27, 2022
Bioinformatics | Computational Biology SPRoBERTa: protein embedding learning with local fragment modeling. September 22, 2022
Natural Language Processing | Sentiment Analysis An ensemble deep learning classifier for sentiment analysis on code-mix Hindi-English data. May 2, 2022
Emergency Medicine | Psychiatry | Public Health Pre-trained ensemble model for identification of emotion during COVID-19 based on emergency response support system dataset. April 25, 2022
Ophthalmology Predicting Glaucoma Progression Requiring Surgery Using Clinical Free-Text Notes and Transfer Learning With Transformers. March 31, 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
Informatics | Pharmacovigilance Deep learning models in detection of dietary supplement adverse event signals from Twitter. October 11, 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 Informatics | Natural Language Processing Identification of Semantically Similar Sentences in Clinical Notes: Iterative Intermediate Training Using Multi-Task Learning. November 27, 2020
Clinical Informatics | Medical Informatics | Natural Language Processing Measurement of Semantic Textual Similarity in Clinical Texts: Comparison of Transformer-Based Models. November 23, 2020