A Robust Hybrid CNN+ViT Framework for Breast Cancer Classification Using Mammogram Images

A Robust Hybrid CNN+ViT Framework for Breast Cancer Classification Using Mammogram Images

Breast cancer is the most frequent type of cancer largely experienced by women currently, although it could happen to men also. It appears when abnormal breast tissue cells grow rapidly and form tumors. Mammogram is a technique that is employed by doctors to analyse the breast in the diagnosis of ea...

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Bibliographic Details
Main Authors: Vasudha Rani Patheda, Gunda Laxmisai, B. V. Gokulnath, S. P. Siddique Ibrahim, S. Selva Kumar
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Breast cancer
mammogram screening
CNN
ViT transformers
hybrid model
local features
Online Access:https://ieeexplore.ieee.org/document/10972357/
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https://ieeexplore.ieee.org/document/10972357/

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