A robust and extendible framework for medical image registration focused on rapid clinical application deployment

被引:18
作者
Boehler, Tobias [1 ]
van Straaten, Doerte [1 ]
Wirtz, Stefan [1 ]
Peitgen, Heinz-Otto [1 ]
机构
[1] Fraunhofer MEVIS, D-28359 Bremen, Germany
关键词
Registration; Fusion; Framework; Rapid prototyping; Radiology; BREAST; VALIDATION;
D O I
10.1016/j.compbiomed.2011.03.011
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Development and integration of image registration methods become increasingly important for clinical workstations. Due to the complexity of such methods, prototyping, evaluation and workflow integration require in-depth knowledge foremostly available to registration developers. Rapid development and deployment is therefore often difficult, particularly for comprehensive software frameworks. In this article, we introduce a novel rapid prototyping framework for voxel-based registration. It is specifically designed to allow evaluation and adaption by developers with less knowledge on registration internals. Based on a unique "one-iteration" paradigm, it enables accelerated algorithm development. Furthermore, methods are interchangeable at runtime using an intuitive graphical plugin interface, allowing a genuine comparison of methods. We discuss the concepts of this framework, compare it to other software and demonstrate its effectiveness for several demanding registration applications, highlighting its versatility and reliability. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:340 / 349
页数:10
相关论文
共 33 条
[1]  
[Anonymous], EUR RADIOL S
[2]  
Arganda-Carreras I, 2006, LECT NOTES COMPUT SC, V4241, P85
[4]   MULTIRESOLUTION ELASTIC MATCHING [J].
BAJCSY, R ;
KOVACIC, S .
COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1989, 46 (01) :1-21
[5]   A METHOD FOR REGISTRATION OF 3-D SHAPES [J].
BESL, PJ ;
MCKAY, ND .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (02) :239-256
[6]  
BOEHLER T, 2007, P SPIE MED IM 2007, V6514
[7]  
BOEHLER T, 2010, P WORKSH BIOM IM REG, P13
[8]   A flexible registration and evaluation engine (f.r.e.e.) [J].
Floca, Ralf ;
Dickhaus, Hartmut .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2007, 87 (02) :81-92
[9]  
Gill P. E., 1981, Practical optimization
[10]  
Gramkow C, 1997, SCIA '97 - PROCEEDINGS OF THE 10TH SCANDINAVIAN CONFERENCE ON IMAGE ANALYSIS, VOLS 1 AND 2, P795