Literature DB >> 22832894

UMMPerfusion: an open source software tool towards quantitative MRI perfusion analysis in clinical routine.

Frank G Zöllner1, Gerald Weisser, Marcel Reich, Sven Kaiser, Stefan O Schoenberg, Steven P Sourbron, Lothar R Schad.   

Abstract

To develop a generic Open Source MRI perfusion analysis tool for quantitative parameter mapping to be used in a clinical workflow and methods for quality management of perfusion data. We implemented a classic, pixel-by-pixel deconvolution approach to quantify T1-weighted contrast-enhanced dynamic MR imaging (DCE-MRI) perfusion data as an OsiriX plug-in. It features parallel computing capabilities and an automated reporting scheme for quality management. Furthermore, by our implementation design, it could be easily extendable to other perfusion algorithms. Obtained results are saved as DICOM objects and directly added to the patient study. The plug-in was evaluated on ten MR perfusion data sets of the prostate and a calibration data set by comparing obtained parametric maps (plasma flow, volume of distribution, and mean transit time) to a widely used reference implementation in IDL. For all data, parametric maps could be calculated and the plug-in worked correctly and stable. On average, a deviation of 0.032 ± 0.02 ml/100 ml/min for the plasma flow, 0.004 ± 0.0007 ml/100 ml for the volume of distribution, and 0.037 ± 0.03 s for the mean transit time between our implementation and a reference implementation was observed. By using computer hardware with eight CPU cores, calculation time could be reduced by a factor of 2.5. We developed successfully an Open Source OsiriX plug-in for T1-DCE-MRI perfusion analysis in a routine quality managed clinical environment. Using model-free deconvolution, it allows for perfusion analysis in various clinical applications. By our plug-in, information about measured physiological processes can be obtained and transferred into clinical practice.

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Year:  2013        PMID: 22832894      PMCID: PMC3597952          DOI: 10.1007/s10278-012-9510-6

Source DB:  PubMed          Journal:  J Digit Imaging        ISSN: 0897-1889            Impact factor:   4.056


  44 in total

1.  Deconvolution of bolus-tracking data: a comparison of discretization methods.

Authors:  S Sourbron; R Luypaert; D Morhard; K Seelos; M Reiser; M Peller
Journal:  Phys Med Biol       Date:  2007-10-30       Impact factor: 3.609

2.  [Osirix: free and open-source software for medical imagery].

Authors:  F Jalbert; J R Paoli
Journal:  Rev Stomatol Chir Maxillofac       Date:  2008-02-21

3.  Primary pulmonary hypertension: 3D dynamic perfusion MRI for quantitative analysis of regional pulmonary perfusion.

Authors:  Yoshiharu Ohno; Hiroto Hatabu; Kenya Murase; Takanori Higashino; Munenobu Nogami; Takeshi Yoshikawa; Kazuro Sugimura
Journal:  AJR Am J Roentgenol       Date:  2007-01       Impact factor: 3.959

4.  Prostate cancer localization with dynamic contrast-enhanced MR imaging and proton MR spectroscopic imaging.

Authors:  Jurgen J Fütterer; Stijn W T P J Heijmink; Tom W J Scheenen; Jeroen Veltman; Henkjan J Huisman; Pieter Vos; Christina A Hulsbergen-Van de Kaa; J Alfred Witjes; Paul F M Krabbe; Arend Heerschap; Jelle O Barentsz
Journal:  Radiology       Date:  2006-09-11       Impact factor: 11.105

5.  PerfTool: a software platform for investigating bolus-tracking perfusion imaging quantification strategies.

Authors:  Jayme C Kosior; Richard Frayne
Journal:  J Magn Reson Imaging       Date:  2007-03       Impact factor: 4.813

Review 6.  Measurement of glomerular filtration rate with magnetic resonance imaging: principles, limitations, and expectations.

Authors:  Nicolas Grenier; Iosif Mendichovszky; Baudouin Denis de Senneville; Sébastien Roujol; Pascal Desbarats; Michael Pedersen; Kevin Wells; Jorgen Frokiaer; Isky Gordon
Journal:  Semin Nucl Med       Date:  2008-01       Impact factor: 4.446

7.  A comparison of tumour perfusion assessed by deconvolution-based analysis of dynamic contrast-enhanced CT and MR imaging in patients with squamous cell carcinoma of the upper aerodigestive tract.

Authors:  Sotirios Bisdas; Leon Medov; Mehran Baghi; George N Konstantinou; Jens Wagenblast; Choon Hua Thng; Thomas J Vogl; Tong San Koh
Journal:  Eur Radiol       Date:  2008-01-04       Impact factor: 5.315

Review 8.  Assessment of renal function with dynamic contrast-enhanced MR imaging.

Authors:  Louisa Bokacheva; Henry Rusinek; Jeff L Zhang; Vivian S Lee
Journal:  Magn Reson Imaging Clin N Am       Date:  2008-11       Impact factor: 2.266

9.  Quantification of perfusion and permeability in breast tumors with a deconvolution-based analysis of second-bolus T1-DCE data.

Authors:  S Makkat; R Luypaert; S Sourbron; T Stadnik; J De Mey
Journal:  J Magn Reson Imaging       Date:  2007-06       Impact factor: 4.813

10.  Rapid development of medical imaging tools with open-source libraries.

Authors:  Jesus J Caban; Alark Joshi; Paul Nagy
Journal:  J Digit Imaging       Date:  2007-08-07       Impact factor: 4.056

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  23 in total

1.  Dynamic Contrast Enhanced (DCE) MRI-Derived Renal Perfusion and Filtration: Experimental Protocol.

Authors:  Pietro Irrera; Lorena Consolino; Walter Dastrù; Michael Pedersen; Frank G Zöllner; Dario Livio Longo
Journal:  Methods Mol Biol       Date:  2021

2.  Analysis Protocol for Dynamic Contrast Enhanced (DCE) MRI of Renal Perfusion and Filtration.

Authors:  Frank G Zöllner; Walter Dastrù; Pietro Irrera; Dario Livio Longo; Kevin M Bennett; Scott C Beeman; G Larry Bretthorst; Joel R Garbow
Journal:  Methods Mol Biol       Date:  2021

Review 3.  Tracer-kinetic modeling of dynamic contrast-enhanced MRI and CT: a primer.

Authors:  Michael Ingrisch; Steven Sourbron
Journal:  J Pharmacokinet Pharmacodyn       Date:  2013-04-06       Impact factor: 2.745

4.  Detection of Local Recurrence with 3-Tesla MRI After Radical Prostatectomy: A Useful Method for Radiation Treatment Planning?

Authors:  Daniel Buergy; Metin Sertdemir; Anja Weidner; Mohamed Shelan; Frank Lohr; Frederik Wenz; Stefan O Schoenberg; Ulrike I Attenberger
Journal:  In Vivo       Date:  2018 Jan-Feb       Impact factor: 2.155

5.  Region of interest-based versus whole-lung segmentation-based approach for MR lung perfusion quantification in 2-year-old children after congenital diaphragmatic hernia repair.

Authors:  M Weis; V Sommer; F G Zöllner; C Hagelstein; K Zahn; T Schaible; S O Schoenberg; K W Neff
Journal:  Eur Radiol       Date:  2016-04-06       Impact factor: 5.315

6.  The impact of injector-based contrast agent administration in time-resolved MRA.

Authors:  Johannes Budjan; Ulrike I Attenberger; Stefan O Schoenberg; Hubertus Pietsch; Gregor Jost
Journal:  Eur Radiol       Date:  2017-12-07       Impact factor: 5.315

7.  High temporal versus high spatial resolution in MR quantitative pulmonary perfusion imaging of two-year old children after congenital diaphragmatic hernia repair.

Authors:  M Weidner; F G Zöllner; C Hagelstein; K Zahn; T Schaible; S O Schoenberg; L R Schad; K W Neff
Journal:  Eur Radiol       Date:  2014-07-20       Impact factor: 5.315

Review 8.  [Quantitative perfusion imaging in magnetic resonance imaging].

Authors:  F G Zöllner; T Gaa; F Zimmer; M M Ong; P Riffel; D Hausmann; S O Schoenberg; M Weis
Journal:  Radiologe       Date:  2016-02       Impact factor: 0.635

9.  DCEMRI.jl: a fast, validated, open source toolkit for dynamic contrast enhanced MRI analysis.

Authors:  David S Smith; Xia Li; Lori R Arlinghaus; Thomas E Yankeelov; E Brian Welch
Journal:  PeerJ       Date:  2015-04-23       Impact factor: 2.984

10.  Quantitative renal perfusion measurements in a rat model of acute kidney injury at 3T: testing inter- and intramethodical significance of ASL and DCE-MRI.

Authors:  Fabian Zimmer; Frank G Zöllner; Simone Hoeger; Sarah Klotz; Charalambos Tsagogiorgas; Bernhard K Krämer; Lothar R Schad
Journal:  PLoS One       Date:  2013-01-07       Impact factor: 3.240

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