Literature DB >> 21249532

Unified framework for development, deployment and robust testing of neuroimaging algorithms.

Alark Joshi1, Dustin Scheinost, Hirohito Okuda, Dominique Belhachemi, Isabella Murphy, Lawrence H Staib, Xenophon Papademetris.   

Abstract

Developing both graphical and command-line user interfaces for neuroimaging algorithms requires considerable effort. Neuroimaging algorithms can meet their potential only if they can be easily and frequently used by their intended users. Deployment of a large suite of such algorithms on multiple platforms requires consistency of user interface controls, consistent results across various platforms and thorough testing. We present the design and implementation of a novel object-oriented framework that allows for rapid development of complex image analysis algorithms with many reusable components and the ability to easily add graphical user interface controls. Our framework also allows for simplified yet robust nightly testing of the algorithms to ensure stability and cross platform interoperability. All of the functionality is encapsulated into a software object requiring no separate source code for user interfaces, testing or deployment. This formulation makes our framework ideal for developing novel, stable and easy-to-use algorithms for medical image analysis and computer assisted interventions. The framework has been both deployed at Yale and released for public use in the open source multi-platform image analysis software--BioImage Suite (bioimagesuite.org).

Entities:  

Mesh:

Year:  2011        PMID: 21249532      PMCID: PMC3066099          DOI: 10.1007/s12021-010-9092-8

Source DB:  PubMed          Journal:  Neuroinformatics        ISSN: 1539-2791


  8 in total

1.  The LONI Pipeline Processing Environment.

Authors:  David E Rex; Jeffrey Q Ma; Arthur W Toga
Journal:  Neuroimage       Date:  2003-07       Impact factor: 6.556

2.  The medical imaging interaction toolkit.

Authors:  Ivo Wolf; Marcus Vetter; Ingmar Wegner; Thomas Böttger; Marco Nolden; Max Schöbinger; Mark Hastenteufel; Tobias Kunert; Hans-Peter Meinzer
Journal:  Med Image Anal       Date:  2005-12       Impact factor: 8.545

3.  The role of skeletal muscle insulin resistance in the pathogenesis of the metabolic syndrome.

Authors:  Kitt Falk Petersen; Sylvie Dufour; David B Savage; Stefan Bilz; Gina Solomon; Shin Yonemitsu; Gary W Cline; Douglas Befroy; Laura Zemany; Barbara B Kahn; Xenophon Papademetris; Douglas L Rothman; Gerald I Shulman
Journal:  Proc Natl Acad Sci U S A       Date:  2007-07-18       Impact factor: 11.205

4.  The Java Image Science Toolkit (JIST) for rapid prototyping and publishing of neuroimaging software.

Authors:  Blake C Lucas; John A Bogovic; Aaron Carass; Pierre-Louis Bazin; Jerry L Prince; Dzung L Pham; Bennett A Landman
Journal:  Neuroinformatics       Date:  2010-03

5.  AN IMPROVED UNBIASED METHOD FOR DIFFSPECT QUANTIFICATION IN EPILEPSY.

Authors:  Dustin Scheinost; Hal Blumenfeld; Xenophon Papademetris
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2009-06-01

6.  High visceral and low abdominal subcutaneous fat stores in the obese adolescent: a determinant of an adverse metabolic phenotype.

Authors:  Sara E Taksali; Sonia Caprio; James Dziura; Sylvie Dufour; Anna M G Calí; T Robin Goodman; Xenophon Papademetris; Tania S Burgert; Bridget M Pierpont; Mary Savoye; Melissa Shaw; Aisha A Seyal; Ram Weiss
Journal:  Diabetes       Date:  2007-10-31       Impact factor: 9.461

7.  From medical image computing to computer-aided intervention: development of a research interface for image-guided navigation.

Authors:  Xenophon Papademetris; Christine DeLorenzo; Sven Flossmann; Markus Neff; Kenneth P Vives; Dennis D Spencer; Lawrence H Staib; James S Duncan
Journal:  Int J Med Robot       Date:  2009-06       Impact factor: 2.547

8.  Effects of working memory load on oscillatory power in human intracranial EEG.

Authors:  Jed A Meltzer; Hitten P Zaveri; Irina I Goncharova; Marcello M Distasio; Xenophon Papademetris; Susan S Spencer; Dennis D Spencer; R Todd Constable
Journal:  Cereb Cortex       Date:  2007-12-03       Impact factor: 5.357

  8 in total
  99 in total

1.  BioImageXD: an open, general-purpose and high-throughput image-processing platform.

Authors:  Pasi Kankaanpää; Lassi Paavolainen; Silja Tiitta; Mikko Karjalainen; Joacim Päivärinne; Jonna Nieminen; Varpu Marjomäki; Jyrki Heino; Daniel J White
Journal:  Nat Methods       Date:  2012-06-28       Impact factor: 28.547

2.  Alterations in Anatomical Covariance in the Prematurely Born.

Authors:  Dustin Scheinost; Soo Hyun Kwon; Cheryl Lacadie; Betty R Vohr; Karen C Schneider; Xenophon Papademetris; R Todd Constable; Laura R Ment
Journal:  Cereb Cortex       Date:  2017-01-01       Impact factor: 5.357

3.  Heterogeneous Optimization Framework: Reproducible Preprocessing of Multi-Spectral Clinical MRI for Neuro-Oncology Imaging Research.

Authors:  Mikhail Milchenko; Abraham Z Snyder; Pamela LaMontagne; Joshua S Shimony; Tammie L Benzinger; Sarah Jost Fouke; Daniel S Marcus
Journal:  Neuroinformatics       Date:  2016-07

4.  A preliminary investigation of Stroop-related intrinsic connectivity in cocaine dependence: associations with treatment outcomes.

Authors:  Marci R Mitchell; Iris M Balodis; Elise E Devito; Cheryl M Lacadie; Jon Yeston; Dustin Scheinost; R Todd Constable; Kathleen M Carroll; Marc N Potenza
Journal:  Am J Drug Alcohol Abuse       Date:  2013-11       Impact factor: 3.829

5.  Learning nonrigid deformations for constrained multi-modal image registration.

Authors:  John A Onofrey; Lawrence H Staib; Xenophon Papademetris
Journal:  Med Image Comput Comput Assist Interv       Date:  2013

6.  Cerebral Lateralization is Protective in the Very Prematurely Born.

Authors:  Dustin Scheinost; Cheryl Lacadie; Betty R Vohr; Karen C Schneider; Xenophon Papademetris; R Todd Constable; Laura R Ment
Journal:  Cereb Cortex       Date:  2014-01-22       Impact factor: 5.357

7.  Learning Non-rigid Deformations for Robust, Constrained Point-based Registration in Image-Guided MR-TRUS Prostate Intervention.

Authors:  John A Onofrey; Lawrence H Staib; Saradwata Sarkar; Rajesh Venkataraman; Cayce B Nawaf; Preston C Sprenkle; Xenophon Papademetris
Journal:  Med Image Anal       Date:  2017-04-12       Impact factor: 8.545

8.  Methylphenidate Modulates Functional Network Connectivity to Enhance Attention.

Authors:  Monica D Rosenberg; Sheng Zhang; Wei-Ting Hsu; Dustin Scheinost; Emily S Finn; Xilin Shen; R Todd Constable; Chiang-Shan R Li; Marvin M Chun
Journal:  J Neurosci       Date:  2016-09-14       Impact factor: 6.167

9.  The impact of image smoothness on intrinsic functional connectivity and head motion confounds.

Authors:  Dustin Scheinost; Xenophon Papademetris; R Todd Constable
Journal:  Neuroimage       Date:  2014-03-20       Impact factor: 6.556

10.  Application of BOLD Magnetic Resonance Imaging for Evaluating Regional Volumetric Foot Tissue Oxygenation: A Feasibility Study in Healthy Volunteers.

Authors:  M R Stacy; M Qiu; X Papademetris; C M Caracciolo; R T Constable; A J Sinusas
Journal:  Eur J Vasc Endovasc Surg       Date:  2016-03-09       Impact factor: 7.069

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