Biomedicine | Natural Language Processing Dependency parsing of biomedical text with BERT. December 29, 2020
Clinical Informatics | Medical Knowledge Graph | Natural Language Processing Using Character-Level and Entity-Level Representations to Enhance Bidirectional Encoder Representation From Transformers-Based Clinical Semantic Textual Similarity Model: ClinicalSTS Modeling Study. December 29, 2020
Bioinformatics | Oncology Application of BERT to Enable Gene Classification Based on Clinical Evidence. October 21, 2020
Natural Language Processing (NLP) | Pharmacology Comparing deep learning architectures for sentiment analysis on drug reviews. August 20, 2020
Clinical Natural Language Processing | Medical Informatics Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)-based ranking for concept normalization. July 28, 2020
Radiology Highly accurate classification of chest radiographic reports using a deep learning natural language model pretrained on 3.8 million text reports. July 23, 2020
Clinical Informatics | Medical Informatics | Natural Language Processing Adapting and evaluating a deep learning language model for clinical why-question answering. July 1, 2020
Clinical Informatics | Natural Language Processing Does BERT need domain adaptation for clinical negation detection? February 11, 2020
Health care | Medical Informatics | Traditional Chinese Medicine Traditional Chinese medicine clinical records classification with BERT and domain specific corpora. September 24, 2019