An open source software for analysis of dynamic contrast enhanced magnetic resonance images: UMMPerfusion revisited

被引:19
作者
Zoellner, Frank G. [1 ]
Daab, Markus [1 ]
Sourbron, Steven P. [3 ]
Schad, Lothar R. [1 ]
Schoenberg, Stefan O. [2 ]
Weisser, Gerald [2 ]
机构
[1] Heidelberg Univ, Med Fac Mannheim, Comp Assisted Clin Med, D-68167 Mannheim, Germany
[2] Heidelberg Univ, Univ Med Ctr Mannheim, Dept Clin Radiol & Nucl Med, D-68167 Mannheim, Germany
[3] Univ Leeds, Div Biomed Imaging, Leeds, W Yorkshire, England
来源
BMC MEDICAL IMAGING | 2016年 / 16卷
关键词
Open source software; Dce-mri; Data analysis; Compartment models; Workflow; DCE-MRI; PHARMACOKINETIC ANALYSIS; PERFUSION ANALYSIS; REPRODUCIBILITY; TOOL; DIAGNOSIS; OSIRIX; MODELS;
D O I
10.1186/s12880-016-0109-0
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
Background: Perfusion imaging has become an important image based tool to derive the physiological information in various applications, like tumor diagnostics and therapy, stroke, (cardio-) vascular diseases, or functional assessment of organs. However, even after 20 years of intense research in this field, perfusion imaging still remains a research tool without a broad clinical usage. One problem is the lack of standardization in technical aspects which have to be considered for successful quantitative evaluation; the second problem is a lack of tools that allow a direct integration into the diagnostic workflow in radiology. Results: Five compartment models, namely, a one compartment model (1CP), a two compartment exchange (2CXM), a two compartment uptake model (2CUM), a two compartment filtration model (2FM) and eventually the extended Toft's model (ETM) were implemented as plugin for the DICOM workstation OsiriX. Moreover, the plugin has a clean graphical user interface and provides means for quality management during the perfusion data analysis. Based on reference test data, the implementation was validated against a reference implementation. No differences were found in the calculated parameters. Conclusion: We developed open source software to analyse DCE-MRI perfusion data. The software is designed as plugin for the DICOM Workstation OsiriX. It features a clean GUI and provides a simple workflow for data analysis while it could also be seen as a toolbox providing an implementation of several recent compartment models to be applied in research tasks. Integration into the infrastructure of a radiology department is given via OsiriX. Results can be saved automatically and reports generated automatically during data analysis ensure certain quality control.
引用
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页数:13
相关论文
共 57 条
  • [1] Apple Inc, 2010, MAC OS X REF LIB
  • [2] Apple Inc, PROP LIST FORM
  • [3] Apple Inc, MOD VIEW CONTR COC
  • [4] ATTENBERGER U, 2008, P 16 SCI M INT SOC M, P3680
  • [5] ESUR prostate MR guidelines 2012
    Barentsz, Jelle O.
    Richenberg, Jonathan
    Clements, Richard
    Choyke, Peter
    Verma, Sadhna
    Villeirs, Geert
    Rouviere, Olivier
    Logager, Vibeke
    Futterer, Jurgen J.
    [J]. EUROPEAN RADIOLOGY, 2012, 22 (04) : 746 - 757
  • [6] ROCKETSHIP: a flexible and modular software tool for the planning, processing and analysis of dynamic MRI studies
    Barnes, Samuel R.
    Ng, Thomas S. C.
    Santa-Maria, Naomi
    Montagne, Axel
    Zlokovic, Berislav V.
    Jacobs, Russell E.
    [J]. BMC MEDICAL IMAGING, 2015, 15
  • [7] Beuzit L, 2015, P INT C MAGN RES MED, P789
  • [8] Comparison of the Diagnostic Performance of Four Quantitative Myocardial Perfusion Estimation Methods Used in Cardiac MR Imaging: CE-MARC Substudy
    Biglands, John D.
    Magee, Derek R.
    Sourbron, Steven P.
    Plein, Sven
    Greenwood, John P.
    Radjenovic, Aleksandra
    [J]. RADIOLOGY, 2015, 275 (02) : 393 - 402
  • [9] Microcirculation and microvasculature in breast tumors: Pharmacokinetic analysis of dynamic MR image series
    Brix, G
    Kiessling, F
    Lucht, R
    Darai, S
    Wasser, K
    Delorme, S
    Griebel, J
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2004, 52 (02) : 420 - 429
  • [10] Measurement of single kidney function using dynamic contrast-enhanced MRI: Comparison of two models in human subjects
    Buckley, David L.
    Shurrab, Ala'a E.
    Cheung, Ching M.
    Jones, Andrew P.
    Mamtora, Hari
    Kalra, Philip A.
    [J]. JOURNAL OF MAGNETIC RESONANCE IMAGING, 2006, 24 (05) : 1117 - 1123