Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression - Meng, Yiwen; Speier, William; Ong, Michael K.; Arnold, Corey W. (IEEE journal of biomedical and health informatics, 2021)
Keywords: Algorithms; Artificial intelligence; Biological system modeling; Chronic illnesses; Clinical decision support; Data models; Decision making; Decision support systems; Deep learning; Depression; Diseases; electronic health record; Electronic health records; Electronic medical records; Learning algorithms; Machine learning; Medical diagnosis; Medical diagnostic imaging; Medical screening; Mental depression; natural language processing; Prediction models; Predictive models; Representations; temporal representation and reasoning; Transformers; Vocabulary