[A low-dose CT image restoration method based on central guidance and alternating optimization].

FedGP provides a more flexible FL framework to solve the problem of CT imaging heterogeneity and well adapts to multi-institutional data characteristics to improve generalization ability of the model under diverse imaging geometric configurations.

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Publication Details

Journal
PubMed
Published
2025-04-20
DOI
https://doi.org/10.12122/j.issn.1673-4254.2025.04.20
Primary Topic
Medical Imaging Techniques and Applications
Type
article
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article

[A low-dose CT image restoration method based on central guidance and alternating optimization].

Hao Wang, Zhaoying Bian, Xiaoyu Zhang, Dong Zeng
PubMed
Medical Imaging Techniques and Applications
article

[A low-dose CT image restoration method based on central guidance and alternating optimization].

Hao Wang, Zhaoying Bian, Xiaoyu Zhang, Dong Zeng
article en

Abstract

FedGP provides a more flexible FL framework to solve the problem of CT imaging heterogeneity and well adapts to multi-institutional data characteristics to improve generalization ability of the model under diverse imaging geometric configurations.

PubMedVol. 45(4)
Southern Medical University (CN)
Medical Imaging Techniques and Applications
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