| 发明名称 |
VIRTUAL BIOPSY TECHNIQUES FOR ANALYZING DISEASES |
| 摘要 |
A computer-implemented method for deriving biopsy results in a non-invasive manner includes acquiring a plurality of training data items. Each training data item comprises non-invasive patient data and one or more biopsy derived scores associated with an individual. The method further includes extracting a plurality of features from the non-invasive patient data based on the one or more biopsy derived scores and training a predictive model to generate a predicted biopsy score based on the plurality of features and the one or more biopsy derived scores. |
| 申请公布号 |
US2017032090(A1) |
申请公布日期 |
2017.02.02 |
| 申请号 |
US201615223927 |
申请日期 |
2016.07.29 |
| 申请人 |
Siemens Medical Solutions USA, Inc. |
发明人 |
Kamen Ali;El-Zehiry Noha Youssry;Liu David;Comaniciu Dorin;Kiraly Atilla Peter |
| 分类号 |
G06F19/00;G06N7/00 |
主分类号 |
G06F19/00 |
| 代理机构 |
|
代理人 |
|
| 主权项 |
1. A computer-implemented method for deriving biopsy results in a non-invasive manner, the method comprising:
acquiring a plurality of training data items, each training data item comprising non-invasive patient data and one or more biopsy derived scores associated with an individual; extracting a plurality of features from the non-invasive patient data based on the one or more biopsy derived scores; and training a predictive model to generate a predicted biopsy score based on the plurality of features and the one or more biopsy derived scores. |
| 地址 |
Malvern PA US |
