发明授权
- 专利标题: Automatic cardiac view classification of echocardiography
- 专利标题(中): 自动心脏超声心动图分类
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申请号: US11775538申请日: 2007-07-10
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公开(公告)号: US08170303B2公开(公告)日: 2012-05-01
- 发明人: Shaohua Kevin Zhou , Jin-hyeong Park , Joanne Otsuki , Dorin Comaniciu , Bogdan Georgescu , Constantine Simopoulos
- 申请人: Shaohua Kevin Zhou , Jin-hyeong Park , Joanne Otsuki , Dorin Comaniciu , Bogdan Georgescu , Constantine Simopoulos
- 申请人地址: US PA Malvern
- 专利权人: Siemens Medical Solutions USA, Inc.
- 当前专利权人: Siemens Medical Solutions USA, Inc.
- 当前专利权人地址: US PA Malvern
- 主分类号: G06K9/00
- IPC分类号: G06K9/00
摘要:
A method for view classification includes providing a frame of an object of interest, detecting a region of interest within the object of interest for each of a plurality of detectors (e.g., binary classifiers), wherein each binary classifier corresponds to a different view, performing a global view classification using a multiview classifier for each view, outputting a classification for each view, fusing outputs of the multiview classifiers, and determining and outputting a classification of the frame based on a fused output of the multiview classifiers.