Ingmar Voigt,Dime Vitanovski,Razvan Ioan Ionasec,Alexey Tsymbal,Bogdan Georgescu,Shaohua Kevin Zhou,Martin Huber,Dorin Comaniciu
申请号:
US13016259
公开号:
US08812431B2
申请日:
2011.01.28
申请国别(地区):
US
年份:
2014
代理人:
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.