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
H. LEE MOFFITT CANCER CENTER AND RESEARCH INSTITUTE, INC.;UNIVERSITY OF SOUTH FLORIDA
发明人:
Robert J. Gillies,Lawrence O. Hall,Dmitry B. Goldgof
申请号：
US16532190
公开号：
US20200211180A1
申请日:
2019.08.05
申请国别(地区):
US
年份:
2020
代理人:
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.
