Histopathological auxiliary system for brain tumour (HAS-Bt) based on weakly supervised learning using a WHO CNS5-style pipeline.

Yixin Ma,Feng Shi,Tianyang Sun,Hong Chen,Haixia Cheng,Xiaojia Liu,Shuai Wu,Junfeng Lu,Yaping Zou,Jun Zhang,Lei Jin,Dinggang Shen,Jinsong Wu

Journal of neuro-oncology（2023）

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摘要

HAS-Bt shows outstanding performance and provides a novel aid for the integrated neuropathological diagnostic workflow of brain tumours using CNS 5 pipeline.

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关键词

Neuropathology, Histology, Deep learning, Multiply instance learning, Clinical practice

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