发明名称 |
Method and System for Medical Decision Support Using Organ Models and Learning Based Discriminative Distance Functions |
摘要 |
A method and system for providing medical decision support based on virtual organ models and learning based discriminative distance functions is disclosed. A patient-specific virtual organ model is generated from medical image data of a patient. One or more similar organ models to the patient-specific organ model are retrieved from a plurality of previously stored virtual organ models using a learned discriminative distance function. The patient-specific valve model can be classified into a first class or a second class based on the previously stored organ models determined to be similar to the patient-specific organ model.
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申请公布号 |
US2011191283(A1) |
申请公布日期 |
2011.08.04 |
申请号 |
US201113016259 |
申请日期 |
2011.01.28 |
申请人 |
SIEMENS CORPORATION;SIEMENS AKTIENGESELLSCHAFT |
发明人 |
VOIGT INGMAR;VITANOVSKI DIME;IONASEC RAZVAN IOAN;TSYMBAL ALEXEY;GEORGESCU BOGDAN;ZHOU SHAOHUA KEVIN;HUBER MARTIN;COMANICIU DORIN |
分类号 |
G06N5/00;G06G7/60 |
主分类号 |
G06N5/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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