Machine Learning-based Segmentation for Cardiac Medical Imaging

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专利权人:

Siemens Healthcare GmbH

发明人:

Xiaoguang Lu,Monami Banerjee

申请号：

US15879486

公开号：

US20190223725A1

申请日:

2018.01.25

申请国别(地区):

US

年份:

2019

代理人:

摘要：

For heart segmentation in magnetic resonance or other medical imaging, deep learning trains a neural network. The neural network, such as U-net, includes at least one long-short-term memory (LSTM), such as a convolutional LSTM. The LSTM incorporates the temporal characteristics with the spatial to improve accuracy of the segmentation by the machine-learnt network.

来源网站：

中国工程科技知识中心

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http://www.ckcest.cn/home/