Title :
Generalized optimal quantitative index of dual-time FDG-PET imaging in lung cancer diagnosis
Author :
Zheng, Xiujuan ; Tian, GuangJian ; Wen, Lingfeng ; Feng, David Dagan
Author_Institution :
Dept. of Electron. & Inf. Eng., Hong Kong Polytech. Univ., Hong Kong, China
Abstract :
It has been recognized that dual-time FDG-PET imaging can facilitate the differentiation of malignancy from benign lesions for cancer diagnosis. However, dual-time imaging protocols with retention index (RI) as a criteria in the classification are usually defined empirically, which might lead to the low accuracy in differentiation. Recently, a new quantitative index (QI) has been proposed to improve diagnostic efficacy. In this paper, we propose a novel framework to derive generalized optimal QI and its associated optimal ranges of imaging protocol to further improve the performance of dual-time FDG-PET imaging in lung cancer diagnosis.
Keywords :
cancer; lung; medical diagnostic computing; positron emission tomography; 2- fluoro-2-deoxy-D-glucose; benign lesions; diagnostic efficacy; dual-time FDG-PET imaging; lung cancer; malignancy; quantitative index; retention index; Cancer; Lungs; Dual-time; FDG-PET; imaging protocol; quantitative index;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on
Conference_Location :
Rotterdam
Print_ISBN :
978-1-4244-4125-9
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2010.5490378