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
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
Clinical Informatics | Machine Learning Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification. September 12, 2019
Clinical Informatics | Health Information Management Interpretable deep learning to map diagnostic texts to ICD-10 codes. August 31, 2019
Clinical Informatics | Emergency Medicine Automated detection of altered mental status in emergency department clinical notes: a deep learning approach. August 20, 2019