Segmentation and visualization of nasopharyngeal carcinoma using MRI

被引:30
作者
Zhou, JY
Lim, TK
Chong, V
Huang, J
机构
[1] Nanyang Technol Univ, Biomed Engn Res Ctr, Sch Elect & Elect Engn, Singapore, Singapore
[2] Singapore Gen Hosp, Dept Diagnost Radiol, Singapore 0316, Singapore
基金
英国医学研究理事会;
关键词
MRI; tumor segmentation; volume analysis; 3D visualization; nasopharyngeal carcinoma;
D O I
10.1016/S0010-4825(03)00018-0
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this study, a semi-automatic system was developed for nasopharyngeal carcinoma (NPC) tumor segmentation, volume measurement and visualization using magnetic resonance imaging (MRI). Some novel algorithms for tumor segmentation from MRI and inter-slice interpolation were integrated in this medical diagnosis system. This system was applied to 10 MR image data sets of NPC patients and satisfactory results were achieved. This system can be used as a clinical image analysis tool for doctors or radiologists to obtain tumor location from MRI, tumor volume estimation, and 3D information. (C) 2003 Elsevier Ltd. All rights reserved.
引用
收藏
页码:407 / 424
页数:18
相关论文
共 33 条
[11]   Three-dimensional visualization of the pyramidal tract in a neuronavigation system during brain tumor surgery: First experiences and technical note [J].
Coenen, VA ;
Krings, T ;
Mayfrank, L ;
Polin, RS ;
Reinges, MHT ;
Thron, A ;
Gilsbach, JM .
NEUROSURGERY, 2001, 49 (01) :86-92
[12]   Tumor volume: a basic and specific response predictor in radiotherapy [J].
Dubben, HH ;
Thames, HD ;
Beck-Bornholdt, HP .
RADIOTHERAPY AND ONCOLOGY, 1998, 47 (02) :167-174
[13]   Automatic segmentation of non-enhancing brain tumors in magnetic resonance images [J].
Fletcher-Heath, LM ;
Hall, LO ;
Goldgof, DB ;
Murtagh, FR .
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2001, 21 (1-3) :43-63
[14]   An integrated visualization system for surgical planning and guidance using image fusion and an open MR [J].
Gering, DT ;
Nabavi, A ;
Kikinis, R ;
Hata, N ;
O'Donnell, LJ ;
Grimson, WEL ;
Jolesz, FA ;
Black, PM ;
Wells, WM .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2001, 13 (06) :967-975
[15]   Virtual planning of liver resections:: image processing, visualization and volumetric evaluation [J].
Glombitza, G ;
Lamadé, W ;
Demiris, AM ;
Göpfert, MR ;
Mayer, A ;
Bahner, ML ;
Meinzer, HP ;
Richter, G ;
Lehnert, T ;
Herfarth, C .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 1999, 53 (2-3) :225-237
[16]   MATCHING OF TOMOGRAPHIC SLICES FOR INTERPOLATION [J].
GOSHTASBY, A ;
TURNER, DA ;
ACKERMAN, LV .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1992, 11 (04) :507-516
[17]   MORPHOLOGY-BASED INTERPOLATION FOR 3D MEDICAL IMAGE-RECONSTRUCTION [J].
GUO, JF ;
CAI, YL ;
WANG, YP .
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 1995, 19 (03) :267-279
[18]  
HARALICK RM, 1992, COMPUTER ROBOT VISIO, V1, P20
[19]   Lymph-node segmentation using active contours [J].
Honea, DM ;
Ge, YR ;
Snyder, WE ;
Hemler, PF ;
Vining, DJ .
IMAGE PROCESSING - MEDICAL IMAGING 1997, PTS 1 AND 2, 1997, 3034 :265-273
[20]  
JAIN AK, 1989, FUNDAMENTALS DIGITAL, P348