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Clinical Text Classification to SNOMED CT Codes Using Transformers Trained on Linked Open Medical Ontologies.
Anton Hristov
Petar Ivanov
Anna Aksenova
Tsvetan Asamov
Pavlin Gyurov
Todor Primov
Svetla Boytcheva
Published in:
RANLP (2023)
Keyphrases
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snomed ct
text classification
medical domain
description logics
medical diagnostic
diagnostic imaging
medical treatment
patient records
medical experts
text mining
medical data
medical students
medical knowledge
medical records
clinical decision support
disease diagnosis
medical diagnosis
text categorization
medical education
diagnostic process
medical information
clinical practice
therapy planning
diabetic patients
feature selection
bag of words
patient care
clinical decision making
medical center
medical doctors
medical imaging
clinical data
clinical guidelines
machine learning
medical databases
medical practice
national health
health information systems
traditional chinese medicine
n gram
training set
intensive care
multi label
clinical decision support systems
medical staff
knowledge base
semantic features
patient data
primary care
hospital information systems
heart disease
patient groups
home care
health related
ischemic stroke