Enhancing Medical Image Classification with BSDA-Mamba: Integrating Bayesian Random Semantic Data Augmentation and Residual Connections

Medical image classification is crucial in disease diagnosis, treatment planning, and clinical decision-making. We introduced a novel medical image classification approach that integrates Bayesian Random Semantic Data Augment... | Find, read and cite all the research you need on Tech Science Press

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Publication Details

Journal
Computers, materials & continua/Computers, materials & continua (Print)
Published
2025-01-01
DOI
https://doi.org/10.32604/cmc.2025.061848
Primary Topic
Image Retrieval and Classification Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Enhancing Medical Image Classification with BSDA-Mamba: Integrating Bayesian Random Semantic Data Augmentation and Residual Connections

Yaohua Xu, Cheng Zhu, Honglin Wang
Computers, materials & continua/Computers, materials & continua (Print)
Image Retrieval and Classification Techniques
article

Enhancing Medical Image Classification with BSDA-Mamba: Integrating Bayesian Random Semantic Data Augmentation and Residual Connections

Yaohua Xu, Cheng Zhu, Honglin Wang
article en

Abstract

Medical image classification is crucial in disease diagnosis, treatment planning, and clinical decision-making. We introduced a novel medical image classification approach that integrates Bayesian Random Semantic Data Augment... | Find, read and cite all the research you need on Tech Science Press

Computers, materials & continua/Computers, materials & continua (Print)Vol. 83(3)
Openalex Percentile: Top 95%
Image Retrieval and Classification Techniques
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Enhancing Medical Image Classification with BSDA-Mamba: Integrating Bayesian Random Semantic Data Augmentation and Residual Connections — Yaohua Xu, Cheng Zhu, et al. · Computers, materials & continua/Computers, materials & continua (Print) (2025) | TGRS Research Map | TGRS