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Bioinformatics | Biomedical Research A study of deep active learning methods to reduce labelling efforts in biomedical relation extraction. December 15, 2023
Clinical Oncology | Medical Informatics | Radiation Oncology Deep Learning-Based Natural Language Processing to Automate Esophagitis Severity Grading from the Electronic Health Records. October 3, 2023
Bioinformatics | Microbiology | Natural Language Processing Leveraging pre-trained language models for mining microbiome-disease relationships. July 19, 2023
Clinical Research | Medicine Deep Learning to Refine the Identification of High-Quality Clinical Research Articles from the Biomedical Literature: Performance Evaluation. May 10, 2023
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
Biomedical Literature | Clinical Research | Evidence-based Medicine A Deep Learning Approach to Refine the Identification of High-Quality Clinical Research Articles From the Biomedical Literature: Protocol for Algorithm Development and Validation. November 30, 2021
Informatics | Pharmacovigilance Deep learning models in detection of dietary supplement adverse event signals from Twitter. October 11, 2021