Improving Rare Disease Classification Using Imperfect Knowledge Graph

Xuedong Li
Xuedong Li
Dongwu Wang
Dongwu Wang
Walter Yuan
Walter Yuan
Dezhong Peng
Dezhong Peng

ICHI, pp. 238-2, 2019.

Cited by: 10|Views57
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Abstract:

Accurately recognizing rare diseases based on symptom description is an important task in patient triage, early risk stratification, and target therapies. However, due to the very nature of rare diseases, the lack of historical data poses a great challenge to machine learning-based approaches. On the other hand, medical knowledge in autom...More

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