Knowledge-Powered Deep Breast Tumor Classification with Multiple Medical Reports.

IEEE/ACM Transactions on Computational Biology and Bioinformatics（2021）

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摘要

Breast tumor classification with multiple medical reports such as B-ultrasound, Mammography (X-ray) and Nuclear Magnetic Resonance Imaging (MRI) is crucial to the intelligent cancer diagnosis system. Unlike the other domain texts, the medical reports have latent hierarchical syntactic structures and have hidden rich semantic information about the entities and relationships, which poses a great cha...

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关键词

Semantics,Breast tumors,Medical diagnostic imaging,Magnetic resonance imaging,Cancer

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