Multi-View Attention-Guided Multiple Instance Detection Network for Interpretable Breast Cancer Histopathological Image Diagnosis

Multi-View Attention-Guided Multiple Instance Detection Network for Interpretable Breast Cancer Histopathological Image Diagnosis

Deep learning approaches have demonstrated significant progress in breast cancer histopathological image diagnosis. Training an interpretable diagnosis model using high-resolution histopathological image is still challenging. To alleviate this problem, a novel multi-view attention-guided multiple in...

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Bibliographic Details
Main Authors: Guangli Li, Chuanxiu Li, Guangting Wu, Donghong Ji, Hongbin Zhang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Breast cancer diagnosis
multiple instance learning
multi-view attention
diagnosis interpretability
deep mutual learning
Online Access:https://ieeexplore.ieee.org/document/9442694/

Internet

https://ieeexplore.ieee.org/document/9442694/

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