| 发明名称 |
SYSTEMS AND METHODS FOR DIAGNOSING TUMORS IN A SUBJECT BY PERFORMING A QUANTITATIVE ANALYSIS OF TEXTURE-BASED FEATURES OF A TUMOR OBJECT IN A RADIOLOGICAL IMAGE |
| 摘要 |
An example method for diagnosing tumors in a subject by performing a quantitative analysis of a radiological image can include identifying a region of interest (ROI) in the radiological image, segmenting the ROI from the radiological image, identifying a tumor object in the segmented ROI and segmenting the tumor object from the segmented ROI. The method can also include extracting a plurality of quantitative features describing the segmented tumor object, and classifying the tumor object based on the extracted quantitative features. The quantitative features can include one or more texture-based features. |
| 申请公布号 |
US2016260211(A1) |
申请公布日期 |
2016.09.08 |
| 申请号 |
US201415028857 |
申请日期 |
2014.10.10 |
| 申请人 |
H. LEE MOFFITT CANCER CENTER AND RESEARCH INSTITUTE, INC. ;UNIVERSITY OF SOUTH FLORIDA |
发明人 |
Gillies Robert J.;Hall Lawrence O.;Goldgof Dmitry B. |
| 分类号 |
G06T7/00;A61B6/03;A61B5/055;A61B6/00 |
主分类号 |
G06T7/00 |
| 代理机构 |
|
代理人 |
|
| 主权项 |
1. A method for diagnosing tumors in a subject by performing a quantitative analysis of a radiological image, comprising:
identifying a region of interest (ROI) in the radiological image; segmenting the ROI from the radiological image; identifying a tumor object in the segmented ROI; segmenting the tumor object from the segmented ROI; extracting a plurality of quantitative features describing the segmented tumor object; and classifying the tumor object based on the extracted quantitative features, wherein the quantitative features include one or more texture-based features. |
| 地址 |
Tampa FL US |
