SYSTEMS AND METHODS FOR COMPUTER AIDED DIAGNOSIS AND DECISION SUPPORT IN WHOLE-BODY IMAGING
摘要
A system for providing automatic diagnosis and decision support includes: a medical image database; generative learning and modeling modules that build distributional appearance models and spatial relational models of organs or structures using images from the medical image database; a statistical whole-body atlas that includes one or more distributional appearance models and spatial relational models of organs or structure, in one or more whole-body imaging modalities, built by the generative learning and modeling modules; and discriminative learning and modeling modules that build two-class or multi-class classifiers for performing at least one of organ, structure or disease detection or segmentation.
申请公布号
WO2007037848(A2)
申请公布日期
2007.04.05
申请号
WO2006US32760
申请日期
2006.08.22
申请人
SIEMENS MEDICAL SOLUTIONS USA, INC.;ZHOU, XIANG;KRISHNAN, ARUN;GUPTA, ALOK