Multivariable-incorporating super-resolution residual network for transcranial focused ultrasound simulation.

Minwoo Shin,Zhuogang Peng,Hyo-Jin Kim,Seung-Schik Yoo,Kyungho Yoon

Comput. Methods Programs Biomed.（2023）

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摘要

•Super-resolution ResNet to enhance prediction of acoustic field was developed.•The use of multivariable-incorporating network improved super-resolution performance.•The proposed SR technique can achieve an impressive reduction in computational time.

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关键词

Transcranial focused ultrasound,Super-resolution,Deep learning,Convolutional neural networks,Residual networks

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