Apriori guidance network for multitask medical image synthesis

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United States of America Patent

PATENT NO 11915401
APP PUB NO 20230031910A1
SERIAL NO

17284794

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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An apriori guidance network for multitask medical image synthesis is provided. The apriori guidance network includes a generator and a discriminator, wherein the generator includes an apriori guidance module configured to convert an input feature map into a target modal image pointing to a target domain according to an apriori feature, and the apriori feature is a deep feature of the target modal image. The generator is configured to generate a corresponding target domain image by taking the apriori feature of the target modal image and source modal image data as an input. The discriminator is configured to discriminate an authenticity of the target domain image outputted by the generator.

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Patent Owner(s)

  • SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Hu, Zhanli Shenzhen, CN 10 3
Li, Qingneng Shenzhen, CN 1 0
Liang, Dong Shenzhen, CN 104 696
Liu, Xin Shenzhen, CN 598 7643
Yang, Yongfeng Shenzhen, CN 10 7
Zheng, Hairong Shenzhen, CN 56 89

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