A Modified MobileNetV3 Model Using an Attention Mechanism for Eight-Class Classification of Breast Cancer Pathological Images

A Modified MobileNetV3 Model Using an Attention Mechanism for Eight-Class Classification of Breast Cancer Pathological Images

Addressing the challenge of achieving precise subtype classification of breast cancer histopathology images with limited resources, a lightweight model incorporating multi-stage information fusion and an attention mechanism is proposed for this task. Using MobileNetV3 as the backbone, a multi-stage...

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Bibliographic Details
Main Authors: Chang Guo, Qingjian Zhou, Jia Jiao, Qingyang Li, Lin Zhu
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Series:Applied Sciences
Subjects:
MobileNetV3
breast cancer
image classification
attention mechanism
Online Access:https://www.mdpi.com/2076-3417/14/17/7564

Internet

https://www.mdpi.com/2076-3417/14/17/7564

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