Clinical Informatics | Healthcare AI | Medical Data Mining Harmonized Representation Learning on Dynamic EHR Graphs. April 27, 2020
Clinical Informatics | Natural Language Processing Relation Extraction from Clinical Narratives Using Pre-trained Language Models. April 20, 2020
Clinical Informatics | Natural Language Processing De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models. April 20, 2020
Clinical Informatics | Natural Language Processing Does BERT need domain adaptation for clinical negation detection? February 11, 2020
Artificial Intelligence | Clinical Informatics | Natural Language Processing Combining deep learning with token selection for patient phenotyping from electronic health records. January 30, 2020
Clinical Informatics A Study of Deep Learning Methods for De-identification of Clinical Notes at Cross Institute Settings. December 27, 2019
Clinical Informatics | Health Information Technology Categorization of free-text drug orders using character-level recurrent neural networks. December 10, 2019
Bioinformatics | Biomedical Informatics | Clinical Informatics A general approach for improving deep learning-based medical relation extraction using a pre-trained model and fine-tuning. December 4, 2019
Clinical Informatics | Natural Language Processing | Oncology Extracting comprehensive clinical information for breast cancer using deep learning methods. October 27, 2019
Clinical Informatics | Clinical NLP | NLP 2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records. October 4, 2019
Clinical Informatics Adversarial Training Based Lattice LSTM for Chinese Clinical Named Entity Recognition. September 26, 2019
Biomedical | Clinical Informatics | Pharmacovigilance A two-stage deep learning approach for extracting entities and relationships from medical texts. September 23, 2019