发明名称 |
EARLY THERAPY RESPONSE ASSESSMENT OF LESIONS |
摘要 |
For therapy response assessment, texture features are input for machine learning a classifier and for using a machine learnt classifier. Rather than or in addition to using formula-based texture features, data driven texture features are derived from training images. Such data driven texture features are independent analysis features, such as features from independent subspace analysis. The texture features may be used to predict the outcome of therapy based on a few number of or even one scan of the patient |
申请公布号 |
WO2015048103(A1) |
申请公布日期 |
2015.04.02 |
申请号 |
WO2014US57175 |
申请日期 |
2014.09.24 |
申请人 |
SIEMENS AKTIENGESELLSCHAFT;SIEMENS CORPORATION |
发明人 |
LIU, DAVID;ZHOU, SHAOHUA KEVIN;KRAMER, MARTIN;SUEHLING, MICHAEL;TIETJEN, CHRISTIAN;SOZA, GRZEGORZ;WIMMER, ANDREAS |
分类号 |
G06T7/00;A61B5/00;G06K9/62;G06T7/40 |
主分类号 |
G06T7/00 |
代理机构 |
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代理人 |
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地址 |
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