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MAGNETIC RESONANCE DIFFUSION TENSOR IMAGING METHOD AND DEVICE, AND FIBER TRACKING METHOD AND DEVICE
专利权人:
Siemens Healthineers Ltd.
发明人:
Jianhui Zhong,Mu Lin,Yi Sun
申请号:
US16582507
公开号:
US20200096592A1
申请日:
2019.09.25
申请国别(地区):
US
年份:
2020
代理人:
摘要:
A magnetic resonance diffusion tensor imaging method and corresponding device. The method includes acquiring omnidirectionally sampled diffusion weighted images of a plurality of training samples; performing diffusion tensor model fitting and undersampling for the omnidirectionally sampled diffusion weighted images of each training sample to obtain an omnidirectionally sampled diffusion tensor image and an undersampled diffusion weighted image; training a deep learning network, with the omnidirectionally sampled diffusion tensor images of the plurality of training samples as training targets and the undersampled diffusion weighted images as training data; acquiring undersampled diffusion weighted images of a target object; and inputting the undersampled diffusion weighted images of target objects into the trained deep learning network to obtain the predicted omnidirectionally sampled diffusion tensor images of the target objects. Also, a fiber tracking method and corresponding device.
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中国工程科技知识中心
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