Lesion region inpainting: an approach for pseudo-healthy image synthesis in intracranial infection imaging

Lesion region inpainting: an approach for pseudo-healthy image synthesis in intracranial infection imaging

The synthesis of pseudo-healthy images, involving the generation of healthy counterparts for pathological images, is crucial for data augmentation, clinical disease diagnosis, and understanding pathology-induced changes. Recently, Generative Adversarial Networks (GANs) have shown substantial promise...

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Bibliographic Details
Main Authors: Xiaojuan Liu, Cong Xiang, Libin Lan, Chuan Li, Hanguang Xiao, Zhi Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-08-01
Series:Frontiers in Microbiology
Subjects:
pseudo-healthy image synthesis
generative adversarial networks
intracranial infection
data augmentation
contextual residual attention module lesion inpainting for pseudo-healthy synthesis
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2024.1453870/full

Internet

https://www.frontiersin.org/articles/10.3389/fmicb.2024.1453870/full

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