发明申请
- 专利标题: SYSTEMS AND METHODS FOR AUTOMATED GRAPHICAL PRESCRIPTION WITH DEEP NEURAL NETWORKS
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申请号: US16052427申请日: 2018-08-01
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公开(公告)号: US20200041596A1公开(公告)日: 2020-02-06
- 发明人: Dawei Gui , Zachary Slavens , Surrendra Markandaya , Patrick Quarterman , Hao Shen
- 申请人: General Electric Company
- 主分类号: G01R33/54
- IPC分类号: G01R33/54 ; G06N3/08 ; G06N3/04 ; A61B5/00 ; A61B5/055
摘要:
Methods and systems are provided for automated graphical prescriptions with deep learning systems. In one embodiment, a method for a medical imaging system comprises acquiring, by the medical imaging system, localizer images of a subject, generating, by a trained neural network system, a graphical prescription using the localizer images, and performing, by the medical imaging system, a scan of the subject according to the graphical prescription. In this way, a desired region of interest of the subject may be accurately scanned with minimal input from an operator of the medical imaging system.