Concept Normalization
task
ID: conceptnormalization
Related Papers
A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization
AbstractConcept normalization, the task of linking textual mentions of concepts to concepts in an ontology, is challenging because ontologies are large. In most cases, annotated datasets cover only a small …...
Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification
AbstractConcept normalization of clinical texts to standard medical classifications and ontologies is a task with high importance for healthcare and medical research. We attempt to solve this problem through automatic …...