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Table 1 Medical concepts and their attributes

From: Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text

Concept

Attributes

Examples

Comments

Disorder

Negation, Severity, Body location, etc.

Denied any [chest pain]Disorder.

The disorder ‘chest pain’ has associated negation attribute “Denied” and body location attribute ‘chest’.

Medication

Dosage, Frequency, Mode, etc.

[insulin Lente]Medication 12 units subcu q p.m.

The dosage attribute is ‘12 units’, the mode attribute is ‘subcu’ and the frequency attribute is ‘q p.m.’.

Lab Test

Lab value

[blood pressure]LabTest 134/75

[URINE BLOOD]LabTest - NEG

The ‘blood pressure’ has a numerical value ‘134/75’ and the ‘URINE BLOOD’ has a textual value ‘NEG’.