Lesion size of early cerebral infarction on a Non-Contrast CT influences detection ability in Cascade Mask Region-Convolutional neural networks

Chi-Hsiang Chou,Jyh-Wen Chai,Li-Chih Wang,Jachih Fu, Yu-Shian Lin, Pei-Jou Chang,Wen-Hsien Chen

Biomedical Signal Processing and Control（2023）

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摘要

•Early brain infarction size on a NCCT can change Mask R-CNN’s performance.•Mask R-CNN can well detect relatively big early infarctions on NCCT.•To well detect smaller early infarctions on NCCT is the future goal.

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关键词

Non-contrast brain CT, Deep learning, Cascade Mask Region-based Convolutional, Neural Network, Lesion size

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