Token Mixing for Breast Cancer Diagnosis: Pre-Trained MLP-Mixer Models on Mammograms

Token Mixing for Breast Cancer Diagnosis: Pre-Trained MLP-Mixer Models on Mammograms

Breast cancer remains a leading cause of mortality among women, necessitating accurate and computationally efficient diagnostic solutions. Deep learning, particularly convolutional neural networks (CNNs), has significantly advanced mammographic analysis by automating feature extraction and improving...

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Bibliographic Details
Main Authors: Hosameldin O. A. Ahmed, Asoke K. Nandi
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Breast cancer diagnosis
computer-aided diagnosis
deep learning
pretrained convolution neural network models
pre-trained multi-layer perceptron (MLP)-mixer models
mammography
Online Access:https://ieeexplore.ieee.org/document/11075669/
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