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Updated: May 30, 2026

Automated Midline Shift and Intracranial Pressure Estimation based on Brain CT Images
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通过利用混合监督和自我和转移学习 (MIST) 来实现医疗图像细分的统一方法

Jianfei Liu1, Sayantan Bhadra1, Omid Shafaat1

  • 1Radiology and Imaging Sciences, National Institutes of Health Clinical Center, 10 Center Dr, Bethesda, 20892, MD, USA.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
|March 15, 2025
PubMed
概括

使用MIST (混合监督,自我和转移学习) 医疗图像细分的准确性得到了显著改善. 这种方法大大减少了手工标签,节省了时间和资源,同时提高了诊断能力.

关键词:
脂肪组织的脂肪组织.双分支网络网络的双分支网络.多类细分的多类细分.肌肉 肌肉 肌肉 肌肉在 NnUNet 网络上

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