A Lightweight Multi-Frequency Feature Fusion Network with Efficient Attention for Breast Tumor Classification in Pathology Images

A Lightweight Multi-Frequency Feature Fusion Network with Efficient Attention for Breast Tumor Classification in Pathology Images

The intricate and complex tumor cell morphology in breast pathology images is a key factor for tumor classification. This paper proposes a lightweight breast tumor classification model with multi-frequency feature fusion (LMFM) to tackle the problem of inadequate feature extraction and poor classifi...

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Bibliographic Details
Main Authors: Hailong Chen, Qingqing Song, Guantong Chen
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Information
Subjects:
wavelet transform
feature fusion
image classification
breast tumor
Online Access:https://www.mdpi.com/2078-2489/16/7/579
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