SYSTÈMES ET MÉTHODES POUR LE DIAGNOSTIC DE TUMEURS CHEZ UN SUJET PAR ANALYSE QUANTITATIVE DE CARACTÉRISTIQUES LIÉES À LA TEXTURE D'UN OBJET TUMORAL DANS UNE IMAGE RADIOLOGIQUE
INC.;H. LEE MOFFITT CANCER CENTER AND RESEARCH INSTITUTE, INC.;UNIVERSITY OF SOUTH FLORIDA;H. LEE MOFFITT CANCER CENTER AND RESEARCH INSTITUTE
发明人:
GILLIES, Robert J.,HALL, Lawrence O.,GOLDGOF, Dmitry B.
申请号：
USUS2014/060076
公开号：
WO2015/054597A2
申请日:
2014.10.10
申请国别(地区):
US
年份:
2015
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.
