MSM-ViT: A multi-scale MobileViT for pulmonary nodule classification using CT images.

Keyan Cao, Hangbo Tao,Zhiqiong Wang, Xi Jin

Journal of X-ray science and technology（2023）

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摘要

The proposed new model can effectively extract multi-scale local and global features. The new model performance is also comparable to the most advanced models that use 3D volume data training, but its occupation of video memory (training resources) is less than 1/10 of the conventional 3D models.

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关键词

Pulmonary nodules classification, MobileViT, multi-scale nodules, computer-aided diagnosis

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