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Updated: Jul 11, 2026

Whole-brain Segmentation and Change-point Analysis of Anatomical Brain MRI—Application in Premanifest Huntington's Disease
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Whole-brain Segmentation and Change-point Analysis of Anatomical Brain MRI—Application in Premanifest Huntington's Disease

Published on: June 9, 2018

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一个具有CycleGAN和关节扩散的双阶段生成模型,用于基于MRI的脑瘤检测

Wenxin Wang, Zhuo-Xu Cui, Guanxun Cheng

    IEEE journal of biomedical and health informatics
    |March 5, 2024
    PubMed
    概括

    这项研究引入了一种新的两阶段生成模型 (TSGM),用于精确的脑瘤细分. 该模型结合了循环生成对抗网络 (CycleGAN) 和使用联合概率 (VE-JP) 的变异爆炸,以改善医疗图像中的检测.

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