Epidemiology | Medical Informatics STAN: spatio-temporal attention network for pandemic prediction using real-world evidence. January 24, 2021
Informatics The risk of racial bias while tracking influenza-related content on social media using machine learning. January 23, 2021
Biomedical Informatics | Clinical Research | Natural Language Processing UMLS-based data augmentation for natural language processing of clinical research literature. December 28, 2020
Emergency Medicine | Health Informatics | Public Health On collaborative reinforcement learning to optimize the redistribution of critical medical supplies throughout the COVID-19 pandemic. December 9, 2020
Medical Informatics An evaluation of two commercial deep learning-based information retrieval systems for COVID-19 literature. November 16, 2020
Informatics | Public Health Deep learning approaches for extracting adverse events and indications of dietary supplements from clinical text. November 5, 2020
Clinical Medicine | Informatics | NLP Clinical concept extraction using transformers. October 29, 2020
Medical Informatics Use of word and graph embedding to measure semantic relatedness between Unified Medical Language System concepts. October 8, 2020
Biomedical Text Mining | Medical Informatics | Relation Extraction The impact of learning Unified Medical Language System knowledge embeddings in relation extraction from biomedical texts. October 8, 2020
Clinical Medicine | Medical Informatics | Natural Language Processing The 2019 National Natural language processing (NLP) Clinical Challenges (n2c2)/Open Health NLP (OHNLP) shared task on clinical concept normalization for clinical records. September 24, 2020
Biomedical Informatics | Health Informatics | Informatics Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies. September 15, 2020
Medical Informatics Synthetic minority oversampling of vital statistics data with generative adversarial networks. September 4, 2020