Literature DB >> 29340936

Application of Color Transformation Techniques in Pediatric Spinal Cord MR Images: Typically Developing and Spinal Cord Injury Population.

Mahdi Alizadeh1,2, Pallav Shah3, Chris J Conklin4, Devon M Middleton4, Sona Saksena4, Adam E Flanders4, Laura Krisa5, M J Mulcahey5, Scott H Faro5,6, Feroze B Mohamed4.   

Abstract

The purpose of this study was to evaluate an improved and reliable visualization method for pediatric spinal cord MR images in healthy subjects and patients with spinal cord injury (SCI). A total of 15 pediatric volunteers (10 healthy subjects and 5 subjects with cervical SCI) with a mean age of 11.41 years (range 8-16 years) were recruited and scanned using a 3.0T Siemens Verio MR scanner. T2-weighted axial images were acquired covering entire cervical spinal cord level C1 to C7. These gray-scale images were then converted to color images by using five different techniques including hue-saturation-value (HSV), rainbow, red-green-blue (RGB), and two enhanced RGB techniques using automated contrast stretching and intensity inhomogeneity correction. Performance of these techniques was scored visually by two neuroradiologists within three selected cervical spinal cord intervertebral disk levels (C2-C3, C4-C5, and C6-C7) and quantified using signal to noise ratio (SNR) and contrast to noise ratio (CNR). Qualitative and quantitative evaluation of the color images shows consistent improvement across all the healthy and SCI subjects over conventional gray-scale T2-weighted gradient echo (GRE) images. Inter-observer reliability test showed moderate to strong intra-class correlation (ICC) coefficients in the proposed techniques (ICC > 0.73). The results suggest that the color images could be used for quantification and enhanced visualization of the spinal cord structures in addition to the conventional gray-scale images. This would immensely help towards improved delineation of the gray/white and CSF structures and further aid towards accurate manual or automatic drawings of region of interests (ROIs).

Entities:  

Keywords:  Gradient echo; Image enhancement; Pseudo-color transformation; Spinal cord injury

Mesh:

Year:  2018        PMID: 29340936      PMCID: PMC6113139          DOI: 10.1007/s10278-017-0048-5

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


  17 in total

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Authors:  M Styner; C Brechbühler; G Székely; G Gerig
Journal:  IEEE Trans Med Imaging       Date:  2000-03       Impact factor: 10.048

2.  Color enhancement of multispectral MR images: improving the visualization of subcortical structures.

Authors:  J Ward; V Magnotta; N C Andreasen; W Ooteman; P Nopoulos; R Pierson
Journal:  J Comput Assist Tomogr       Date:  2001 Nov-Dec       Impact factor: 1.826

Review 3.  Rainbow color map (still) considered harmful.

Authors:  David Borland; M Russell Taylor
Journal:  IEEE Comput Graph Appl       Date:  2007 Mar-Apr       Impact factor: 2.088

Review 4.  On the impact of physiological noise in spinal cord functional MRI.

Authors:  Michela Fratini; Marta Moraschi; Bruno Maraviglia; Federico Giove
Journal:  J Magn Reson Imaging       Date:  2013-11-07       Impact factor: 4.813

5.  Reactions of young children to the MRI scanner environment.

Authors:  Krisztina L Malisza; Toby Martin; Deborah Shiloff; Dickie C T Yu
Journal:  Magn Reson Med       Date:  2010-08       Impact factor: 4.668

6.  International Standards for Neurological Classification of Spinal Cord Injury: cases with classification challenges.

Authors:  S C Kirshblum; F Biering-Sorensen; R Betz; S Burns; W Donovan; D E Graves; M Johansen; L Jones; M J Mulcahey; G M Rodriguez; M Schmidt-Read; J D Steeves; K Tansey; W Waring
Journal:  J Spinal Cord Med       Date:  2014-03       Impact factor: 1.985

7.  Spinal cord atrophy and disability in multiple sclerosis over four years: application of a reproducible automated technique in monitoring disease progression in a cohort of the interferon beta-1a (Rebif) treatment trial.

Authors:  X Lin; C R Tench; B Turner; L D Blumhardt; C S Constantinescu
Journal:  J Neurol Neurosurg Psychiatry       Date:  2003-08       Impact factor: 10.154

8.  An investigation of motion correction algorithms for pediatric spinal cord DTI in healthy subjects and patients with spinal cord injury.

Authors:  Devon M Middleton; Feroze B Mohamed; Nadia Barakat; Louis N Hunter; Sphoorti Shellikeri; Jürgen Finsterbusch; Scott H Faro; Pallav Shah; Amer F Samdani; M J Mulcahey
Journal:  Magn Reson Imaging       Date:  2014-02-05       Impact factor: 2.546

Review 9.  Spinal cord injury.

Authors:  Mark R Proctor
Journal:  Crit Care Med       Date:  2002-11       Impact factor: 7.598

10.  The Effectiveness and Safety of Exoskeletons as Assistive and Rehabilitation Devices in the Treatment of Neurologic Gait Disorders in Patients with Spinal Cord Injury: A Systematic Review.

Authors:  Christian Fisahn; Mirko Aach; Oliver Jansen; Marc Moisi; Angeli Mayadev; Krystle T Pagarigan; Joseph R Dettori; Thomas A Schildhauer
Journal:  Global Spine J       Date:  2016-11-03
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