Clinical Informatics | Health Information Management Active Deep Learning to Detect Demographic Traits in Free-Form Clinical Notes. May 19, 2020
Clinical Informatics | Natural Language Processing Relation Extraction from Clinical Narratives Using Pre-trained Language Models. April 20, 2020
Clinical Decision Support | Pharmacovigilance Leveraging Contextual Information in Extracting Long Distance Relations from Clinical Notes. April 20, 2020
Clinical Informatics | Natural Language Processing Does BERT need domain adaptation for clinical negation detection? February 11, 2020
Medical Informatics Learning unsupervised contextual representations for medical synonym discovery. February 6, 2020
Biomedical Informatics | Natural Language Processing Biomedical named entity recognition using deep neural networks with contextual information. December 28, 2019
Biomedical Text Summarization | Natural Language Processing Deep contextualized embeddings for quantifying the informative content in biomedical text summarization. October 29, 2019
Clinical Informatics | Natural Language Processing | Oncology Extracting comprehensive clinical information for breast cancer using deep learning methods. October 27, 2019
Health care | Medical Informatics | Traditional Chinese Medicine Traditional Chinese medicine clinical records classification with BERT and domain specific corpora. September 24, 2019
Biomedical Informatics | Clinical Informatics Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)-Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study. September 13, 2019
Biomedical Text Mining | Natural Language Processing BioBERT: a pre-trained biomedical language representation model for biomedical text mining. September 10, 2019