Bioinformatics | Medical Informatics | Pharmacology Using word evolution to predict drug repurposing. April 30, 2024
Medical Informatics Two complementary AI approaches for predicting UMLS semantic group assignment: heuristic reasoning and deep learning. August 1, 2023
Bioinformatics | Biology A Gated Recurrent Unit based architecture for recognizing ontology concepts from biological literature. September 28, 2022
Bioinformatics | Medical Informatics Enriching UMLS-Based Phenotyping of Rare Diseases Using Deep-Learning: Evaluation on Jeune Syndrome. May 25, 2022
Artificial Intelligence | Critical Care Medicine | Endocrinology Predicting mortality in critically ill patients with diabetes using machine learning and clinical notes. December 31, 2020
Biomedical Informatics | Clinical Research | Natural Language Processing UMLS-based data augmentation for natural language processing of clinical research literature. December 28, 2020
Biomedical Informatics | Health Informatics | Informatics Representation of EHR data for predictive modeling: a comparison between UMLS and other terminologies. September 15, 2020
Clinical Natural Language Processing | Medical Informatics Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)-based ranking for concept normalization. July 28, 2020