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UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus.
George Michalopoulos
Yuanxin Wang
Hussam Kaka
Helen H. Chen
Alexander Wong
Published in:
CoRR (2020)
Keyphrases
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domain knowledge
contextual information
semantic network
patient data
vector space
biomedical text
knowledge sources
domain experts
prior knowledge
dimensionality reduction
euclidean space
clinical practice
low dimensional
clinical data
domain ontology
patient records
clinical setting
medical domain
clinical diagnosis
context dependent
domain theory
context sensitive
semantic information
distance measure
clinical trials
medical knowledge
medical imaging
clinical guidelines
disease diagnosis
context aware
medical diagnostic
medical treatment