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Table 1 Fifteen semantic types selected for clinical feature representations

From: Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach

TUI

Semantic group

Semantic type description

T017

Anatomy

Anatomical Structure

T022

Anatomy

Body System

T023

Anatomy

Body Part, Organ, or Organ Component

T033

Disorders

Finding

T034

Phenomena

Laboratory or Test Result

T047

Disorders

Disease or Syndrome

T048

Disorders

Mental or Behavioral Dysfunction

T049

Disorders

Cell or Molecular Dysfunction

T059

Procedures

Laboratory Procedure

T060

Procedures

Diagnostic Procedure

T061

Procedures

Therapeutic or Preventive Procedure

T121

Chemicals & Drugs

Pharmacologic Substance

T122

Chemicals & Drugs

Biomedical or Dental Material

T123

Chemicals & Drugs

Biologically Active Substance

T184

Disorders

Sign or Symptom