[Incomplete multimodal bone tumor image classification based on feature decoupling and fusion].

The proposed method can effectively handle missing modalities and successfully integrate multimodal information, and show robust performance in bone tumor classification under various complex missing modality scenarios.

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Publication Details

Journal
PubMed
Published
2025-06-20
DOI
https://doi.org/10.12122/j.issn.1673-4254.2025.06.22
Primary Topic
Medical Imaging and Analysis
Type
article
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article

[Incomplete multimodal bone tumor image classification based on feature decoupling and fusion].

Yi Yang, Qinghai Zeng, Chuanpu Li, Wei Yang et al.
PubMed
Medical Imaging and Analysis
article

[Incomplete multimodal bone tumor image classification based on feature decoupling and fusion].

Yi Yang, Qinghai Zeng, Chuanpu Li, Wei Yang, Yinghua Zhao, Liwen Song
article en

Abstract

The proposed method can effectively handle missing modalities and successfully integrate multimodal information, and show robust performance in bone tumor classification under various complex missing modality scenarios.

PubMedVol. 45(6)
Key Laboratory of Guangdong Province (CN), Southern Medical University (CN)
Medical Imaging and Analysis
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