Three-branch feature enhancement and fusion network for focal cortical dysplasia lesions segmentation using multimodal imaging

Three-branch feature enhancement and fusion network for focal cortical dysplasia lesions segmentation using multimodal imaging

Objective: Conventional multimodal imaging, including MRI and fluorodeoxyglucose positron emission tomography (FDG-PET), has difficulty in accurately detecting subtle or blurred focal cortical dysplasia (FCD) lesions. Morphometric maps assist localization by highlighting abnormal regions, whereas wa...

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Bibliographic Details
Main Authors: Manli Zhang, Hao Yu, Gongpeng Cao, Jinguo Huang, Yintao Cheng, Wenjing Zhang, Xiaotong Yuan, Rui Yang, Qiunan Li, Lixin Cai, Guixia Kang
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Brain Research Bulletin
Subjects:
Focal cortical dysplasia
3D image segmentation
UNet
Multimodal imaging
MRI
FDG-PET
Online Access:http://www.sciencedirect.com/science/article/pii/S0361923025000802
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http://www.sciencedirect.com/science/article/pii/S0361923025000802

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