- 专利标题: Tomographic image analysis using artificial intelligence (AI) engines
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申请号: US16722017申请日: 2019-12-20
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公开(公告)号: US11386592B2公开(公告)日: 2022-07-12
- 发明人: Pascal Paysan , Benjamin M Haas , Janne Nord , Sami Petri Perttu , Dieter Seghers , Joakim Pyyry
- 申请人: Varian Medical Systems International AG
- 申请人地址: US CA Palo Alto
- 专利权人: Varian Medical Systems International AG
- 当前专利权人: Varian Medical Systems International AG
- 当前专利权人地址: US CA Palo Alto
- 代理机构: Su IP Consulting
- 主分类号: G06K9/00
- IPC分类号: G06K9/00 ; G06T11/00 ; G06N3/04 ; G06N3/08
摘要:
Example methods and systems for tomographic data analysis are provided. One example method may comprise: obtaining first three-dimensional (3D) feature volume data and processing the first 3D feature volume data using an AI engine that includes multiple first processing layers, an interposing forward-projection module and multiple second processing layers. Example processing using the AI engine may involve: generating second 3D feature volume data by processing the first 3D feature volume data using the multiple first processing layers, transforming the second 3D volume data into 2D feature data using the forward-projection module and generating analysis output data by processing the 2D feature data using the multiple second processing layers.
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