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Table 3 Relations and knowledge tuples

From: Answering medical questions in Chinese using automatically mined knowledge and deep neural networks: an end-to-end solution

Type

Explanation

Subject

Object

Example KB Tuple

hasSymptom

a diease has a symptom

Disease

Symptom

\(\langle\)“pneumonia,” hasSymptom, “fever”\(\rangle\)

needsTest

a test helps to diagnose a disease

Disease

Test

\(\langle\)“pneumonia,” needsTest, “LeukocyteCounting”\(\rangle\)

hasTestResult

a test result indicates a diease

Disease

Result

\(\langle\)“pneumonia,” hasTestResult, “LeukocyteHighCount”\(\rangle\)

needsTreatment

a treatment cures a disease

Disease

Treatment

\(\langle\)“pneumonia,” needsTreatment, “Levofloxcin”\(\rangle\)

hasResult

a test can have a result

Test

Result

\(\langle\)“LeukocyteCounting”, hasResult, “LeukocyteHighCount”\(\rangle\)