Clinical Informatics | Clinical NLP | NLP 2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records. October 4, 2019
Health care | Medical Informatics | Traditional Chinese Medicine Traditional Chinese medicine clinical records classification with BERT and domain specific corpora. September 24, 2019
Clinical Text Analysis | Medical Informatics | Natural Language Processing Extracting entities with attributes in clinical text via joint deep learning. September 24, 2019
Clinical Trials | Deep Learning | Natural Language Processing Cohort selection for clinical trials using deep learning models. September 18, 2019
Clinical Informatics | Machine Learning Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification. September 12, 2019
Medical Informatics | Pharmacology Identifying relations of medications with adverse drug events using recurrent convolutional neural networks and gradient boosting. September 10, 2019
Health Informatics | Public Health Satellite images and machine learning can identify remote communities to facilitate access to health services. August 16, 2019
Medical Informatics Adverse drug events and medication relation extraction in electronic health records with ensemble deep learning methods. August 7, 2019
Biomedicine | Medical Informatics ML-Net: multi-label classification of biomedical texts with deep neural networks. June 24, 2019
Clinical Informatics | Substance Misuse Toward a clinical text encoder: pretraining for clinical natural language processing with applications to substance misuse. June 24, 2019
Clinical Trials | Drug Development | Health care Optimizing clinical trials recruitment via deep learning. June 12, 2019
Clinical Pharmacology | Medical Informatics | Natural Language Processing A study of deep learning approaches for medication and adverse drug event extraction from clinical text. May 28, 2019