Literature DB >> 24386548

Integration of XNAT/PACS, DICOM, and Research Software for Automated Multi-modal Image Analysis.

Yurui Gao1, Scott S Burns2, Carolyn B Lauzon3, Andrew E Fong4, Terry A James4, Joel F Lubar5, Robert W Thatcher6, David A Twillie4, Michael D Wirt4, Marc A Zola4, Bret W Logan4, Adam W Anderson7, Bennett A Landman8.   

Abstract

Traumatic brain injury (TBI) is an increasingly important public health concern. While there are several promising avenues of intervention, clinical assessments are relatively coarse and comparative quantitative analysis is an emerging field. Imaging data provide potentially useful information for evaluating TBI across functional, structural, and microstructural phenotypes. Integration and management of disparate data types are major obstacles. In a multi-institution collaboration, we are collecting electroencephalogy (EEG), structural MRI, diffusion tensor MRI (DTI), and single photon emission computed tomography (SPECT) from a large cohort of US Army service members exposed to mild or moderate TBI who are undergoing experimental treatment. We have constructed a robust informatics backbone for this project centered on the DICOM standard and eXtensible Neuroimaging Archive Toolkit (XNAT) server. Herein, we discuss (1) optimization of data transmission, validation and storage, (2) quality assurance and workflow management, and (3) integration of high performance computing with research software.

Entities:  

Keywords:  XNAT; automatic multi-modal image analysis; traumatic brain injury

Year:  2013        PMID: 24386548      PMCID: PMC3877247          DOI: 10.1117/12.2007621

Source DB:  PubMed          Journal:  Proc SPIE Int Soc Opt Eng        ISSN: 0277-786X


  22 in total

1.  Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain.

Authors:  Bruce Fischl; David H Salat; Evelina Busa; Marilyn Albert; Megan Dieterich; Christian Haselgrove; Andre van der Kouwe; Ron Killiany; David Kennedy; Shuna Klaveness; Albert Montillo; Nikos Makris; Bruce Rosen; Anders M Dale
Journal:  Neuron       Date:  2002-01-31       Impact factor: 17.173

2.  A global optimisation method for robust affine registration of brain images.

Authors:  M Jenkinson; S Smith
Journal:  Med Image Anal       Date:  2001-06       Impact factor: 8.545

3.  Improved optimization for the robust and accurate linear registration and motion correction of brain images.

Authors:  Mark Jenkinson; Peter Bannister; Michael Brady; Stephen Smith
Journal:  Neuroimage       Date:  2002-10       Impact factor: 6.556

4.  Characterization and propagation of uncertainty in diffusion-weighted MR imaging.

Authors:  T E J Behrens; M W Woolrich; M Jenkinson; H Johansen-Berg; R G Nunes; S Clare; P M Matthews; J M Brady; S M Smith
Journal:  Magn Reson Med       Date:  2003-11       Impact factor: 4.668

Review 5.  Advances in functional and structural MR image analysis and implementation as FSL.

Authors:  Stephen M Smith; Mark Jenkinson; Mark W Woolrich; Christian F Beckmann; Timothy E J Behrens; Heidi Johansen-Berg; Peter R Bannister; Marilena De Luca; Ivana Drobnjak; David E Flitney; Rami K Niazy; James Saunders; John Vickers; Yongyue Zhang; Nicola De Stefano; J Michael Brady; Paul M Matthews
Journal:  Neuroimage       Date:  2004       Impact factor: 6.556

6.  Sequence-independent segmentation of magnetic resonance images.

Authors:  Bruce Fischl; David H Salat; André J W van der Kouwe; Nikos Makris; Florent Ségonne; Brian T Quinn; Anders M Dale
Journal:  Neuroimage       Date:  2004       Impact factor: 6.556

7.  The Extensible Neuroimaging Archive Toolkit: an informatics platform for managing, exploring, and sharing neuroimaging data.

Authors:  Daniel S Marcus; Timothy R Olsen; Mohana Ramaratnam; Randy L Buckner
Journal:  Neuroinformatics       Date:  2007

8.  Cortical surface-based analysis. II: Inflation, flattening, and a surface-based coordinate system.

Authors:  B Fischl; M I Sereno; A M Dale
Journal:  Neuroimage       Date:  1999-02       Impact factor: 6.556

9.  Towards Automatic Quantitative Quality Control for MRI.

Authors:  Carolyn B Lauzon; Brian C Caffo; Bennett A Landman
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2012-02-23

10.  Automating PACS Quality Control with the Vanderbilt Image Processing Enterprise Resource.

Authors:  Michael L Esparza; E Brian Welch; Bennett A Landman
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2012-02-12
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  13 in total

1.  DICOM for Clinical Research: PACS-Integrated Electronic Data Capture in Multi-Center Trials.

Authors:  Daniel Haak; Charles-E Page; Sebastian Reinartz; Thilo Krüger; Thomas M Deserno
Journal:  J Digit Imaging       Date:  2015-10       Impact factor: 4.056

2.  Improved Automatic Optic Nerve Radius Estimation from High Resolution MRI.

Authors:  Robert L Harrigan; Alex K Smith; Louise A Mawn; Seth A Smith; Bennett A Landman
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2017-02-24

3.  Disambiguating the optic nerve from the surrounding cerebrospinal fluid: Application to MS-related atrophy.

Authors:  Robert L Harrigan; Andrew J Plassard; Frederick W Bryan; Gabriela Caires; Louise A Mawn; Lindsey M Dethrage; Siddharama Pawate; Robert L Galloway; Seth A Smith; Bennett A Landman
Journal:  Magn Reson Med       Date:  2015-03-07       Impact factor: 4.668

4.  The Washington University Central Neuroimaging Data Archive.

Authors:  Jenny Gurney; Timothy Olsen; John Flavin; Mohana Ramaratnam; Kevin Archie; James Ransford; Rick Herrick; Lauren Wallace; Jeanette Cline; Will Horton; Daniel S Marcus
Journal:  Neuroimage       Date:  2015-10-09       Impact factor: 6.556

5.  Short Term Reproducibility of a High Contrast 3-D Isotropic Optic Nerve Imaging Sequence in Healthy Controls.

Authors:  Robert L Harrigan; Alex K Smith; Louise A Mawn; Seth A Smith; Bennett A Landman
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2016-03-22

6.  Vanderbilt University Institute of Imaging Science Center for Computational Imaging XNAT: A multimodal data archive and processing environment.

Authors:  Robert L Harrigan; Benjamin C Yvernault; Brian D Boyd; Stephen M Damon; Kyla David Gibney; Benjamin N Conrad; Nicholas S Phillips; Baxter P Rogers; Yurui Gao; Bennett A Landman
Journal:  Neuroimage       Date:  2015-05-16       Impact factor: 6.556

7.  Constructing a statistical atlas of the radii of the optic nerve and cerebrospinal fluid sheath in young healthy adults.

Authors:  Robert L Harrigan; Andrew J Plassard; Louise A Mawn; Robert L Galloway; Seth A Smith; Bennett A Landman
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2015-03-20

8.  Integrating histology and MRI in the first digital brain of common squirrel monkey, Saimiri sciureus.

Authors:  Peizhen Sun; Prasanna Parvathaneni; Kurt G Schilling; Yurui Gao; Vaibhav Janve; Adam Anderson; Bennett A Landman
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2015-03-17

9.  A 3D high resolution ex vivo white matter atlas of the common squirrel monkey (Saimiri sciureus) based on diffusion tensor imaging.

Authors:  Yurui Gao; Prasanna Parvathaneni; Kurt G Schilling; Feng Wang; Iwona Stepniewska; Zhoubing Xu; Ann S Choe; Zhaohua Ding; John C Gore; Li Min Chen; Bennett A Landman; Adam W Anderson
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2016-03-21

10.  Quantitative characterization of optic nerve atrophy in patients with multiple sclerosis.

Authors:  Robert L Harrigan; Alex K Smith; Bailey Lyttle; Bailey Box; Bennett A Landman; Francesca Bagnato; Siddharama Pawate; Seth A Smith
Journal:  Mult Scler J Exp Transl Clin       Date:  2017-09-13
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