A novel iterative method for lesion delineation and volumetric quantification with FDG PET

被引:96
作者
van Dalen, Jorn A.
Hoffmann, Aswin L.
Dicken, Volker
Vogel, Wouter V.
Wiering, Bastiaan
Ruers, Theo J.
Karssemeijer, Nico
Oyen, Wim J. G.
机构
[1] Radboud Univ Nijmegen Med Ctr, Dept Surg, NL-6500 HB Nijmegen, Netherlands
[2] Radboud Univ Nijmegen Med Ctr, Dept Radiol, NL-6500 HB Nijmegen, Netherlands
[3] MeVis Ctr Med Diagnost Syst & Visualisat, Bremen, Germany
关键词
PET; lesion delineation; volumetric quantification; thresholding;
D O I
10.1097/MNM.0b013e328155d154
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Objectives The determination of lesion boundaries on FDG PET is difficult due to the point-spread blurring and unknown uptake of activity within a lesion. Standard threshold-based methods for volumetric quantification on PET usually neglect any size dependence and are biased by dependence on the signal-to-background ratio (SBR). A novel, model-based method is hypothesized to provide threshold levels independent f the SBR and to allow accurate measurement of volumes down to the resolution of the PET scanner. Methods A background-subtracted relative-threshold level (RTL) method was derived, based on a convolution of the point-spread function and a sphere with diameter D. Validation of the RTL method was performed using PET imaging of a Jaszczak phantom with seven hollow spheres (D = 10-60 mm). Activity concentrations for the background and spheres (signal) were varied to obtain SBRs of 1.5-10. An iterative procedure was introduced for volumetric quantification, as the optimal RTL depends on a priori knowledge of the volume. The feasibility of the RTL method was tested in two patients with liver metastases and compared to a standard method using a fixed percentage of the signal. Results Phantom data validated that the theoretically optimal RTL depends on the sphere size, but not on the SBR. Typically, RTL=40% (D=15-60mm), and RTL > 50% for small spheres (D < 12 mm). The RTL method is better applicable to patient data than the standard method. Conclusions Based on an iterative procedure, the RTL method has been shown to provide optimal threshold levels independent of the SBR and to be applicable in phantom and in patient studies. It is a promising tool for lesion delineation and volumetric quantification of PET lesions.
引用
收藏
页码:485 / 493
页数:9
相关论文
共 29 条
[21]   18F-deoxyglucose positron emission tomography (FDG-PET) for the planning of radiotherapy in lung cancer:: High impact in patients with atelectasis [J].
Nestle, U ;
Walter, K ;
Schmidt, S ;
Licht, N ;
Nieder, C ;
Motaref, B ;
Hellwig, D ;
Niewald, M ;
Ukena, D ;
Kirsch, CM ;
Sybrecht, GW ;
Schnabel, K .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 1999, 44 (03) :593-597
[22]  
Nestle U, 2005, J NUCL MED, V46, P1342
[23]   Integrated positron emission tomography and magnetic resonance imaging-guided resection of brain tumors: a report of 103 consecutive procedures [J].
Pirotte, B ;
Goldman, S ;
Dewitte, O ;
Massager, N ;
Wikler, D ;
Lefranc, F ;
Ben Taib, NO ;
Rorive, S ;
David, P ;
Brotchi, J ;
Levivier, M .
JOURNAL OF NEUROSURGERY, 2006, 104 (02) :238-253
[24]  
Podnos YD, 2001, AM SURGEON, V67, P1181
[25]   Variability of gross tumor volume delineation in head-and-neck cancer using CT and PET/CT fusion [J].
Riegel, Adam C. ;
Berson, Anthony M. ;
Destian, Sylvie ;
Ng, Tracy ;
Tena, Lawrence B. ;
Mitnick, Robin J. ;
Wong, Ping S. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2006, 65 (03) :726-732
[26]  
UBEWITHERSPOON ME, 2002, J NUCL MED, V43, P1398
[27]   The current status of FDG-PET in tumour volume definition in radiotherapy treatment planning [J].
van Baardwijk, Angela ;
Baumert, Brigitta G. ;
Bosmans, Geert ;
van Kroonenburgh, Marinus ;
Stroobants, Sigrid ;
Gregoire, Vincent ;
Lambin, Philippe ;
De Ruysscher, Dirk .
CANCER TREATMENT REVIEWS, 2006, 32 (04) :245-260
[28]   Initial experience of FDG-PET/CT guided IMRT of head-and-neck carcinoma [J].
Wang, Dian ;
Schultz, Christopher J. ;
Jursinic, Paul A. ;
Bialkowski, Mirek ;
Zhu, X. Ronald ;
Brown, W. Douglas ;
Rand, Scott D. ;
Michel, le A. Michel ;
Campbell, Bruce H. ;
Wong, Stuart ;
Li, X. Allen ;
Wilson, J. Frank .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2006, 65 (01) :143-151
[29]   Threshold modification for tumour imaging in non-small-cell lung cancer using positron emission tomography [J].
Yaremko, B ;
Riauka, T ;
Robinson, D ;
Murray, B ;
McEwan, A ;
Roa, W .
NUCLEAR MEDICINE COMMUNICATIONS, 2005, 26 (05) :433-440