Literature DB >> 21947484

A grid overlay framework for analysis of medical images and its application to the measurement of stroke lesions.

Paul A Armitage1, C S Rivers, B Karaszewski, R G R Thomas, G K Lymer, Z Morris, J M Wardlaw.   

Abstract

OBJECTIVES: To create and evaluate an interactive software tool for measuring imaging data in situations where hand-drawn region-of-interest measurements are unfeasible, for example, when the structure of interest is patchy with ill-defined boundaries.
METHODS: An interactive grid overlay software tool was implemented that enabled coding of voxels dependent on their imaging appearance with a series of user-defined classes. The Grid Analysis Tool (GAT) was designed to automatically extract quantitative imaging data, grouping the results by tissue class. Inter- and intra-observer reproducibility was evaluated by six observers of various backgrounds in a study of acute stroke patients.
RESULTS: The software tool enabled a more detailed classification of the stroke lesion than would be possible with a region-of-interest approach. However, inter-observer coefficients of variation (CVs) were relatively high, reaching 70% in "possibly abnormal" tissue and around 15-20% in normal appearing tissues, while intra-observer CVs were no more than 13% in "possibly abnormal" tissue and generally less than 1% in normal-appearing tissues.
CONCLUSIONS: The grid-overlay method overcomes some of the limitations of conventional Region Of Interest (ROI) approaches, providing a viable alternative for segmenting patchy lesions with ill-defined boundaries, but care is required to ensure acceptable reproducibility if the method is applied by multiple observers. KEY POINTS: Computer software developed to overcome limitations of conventional regions of interest measurements • This software is suitable for patchy lesions with ill-defined borders • Allows a more detailed assessment of imaging data.

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Year:  2011        PMID: 21947484     DOI: 10.1007/s00330-011-2284-2

Source DB:  PubMed          Journal:  Eur Radiol        ISSN: 0938-7994            Impact factor:   5.315


  22 in total

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

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5.  High resolution measurement of cerebral blood flow using intravascular tracer bolus passages. Part I: Mathematical approach and statistical analysis.

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Review 7.  Magnetic resonance perfusion diffusion mismatch and thrombolysis in acute ischaemic stroke: a systematic review of the evidence to date.

Authors:  I Kane; P Sandercock; J Wardlaw
Journal:  J Neurol Neurosurg Psychiatry       Date:  2006-10-20       Impact factor: 10.154

8.  Diffusion- and perfusion-weighted MRI. The DWI/PWI mismatch region in acute stroke.

Authors:  T Neumann-Haefelin; H J Wittsack; F Wenserski; M Siebler; R J Seitz; U Mödder; H J Freund
Journal:  Stroke       Date:  1999-08       Impact factor: 7.914

9.  White matter lesion extension to automatic brain tissue segmentation on MRI.

Authors:  Renske de Boer; Henri A Vrooman; Fedde van der Lijn; Meike W Vernooij; M Arfan Ikram; Aad van der Lugt; Monique M B Breteler; Wiro J Niessen
Journal:  Neuroimage       Date:  2009-05-01       Impact factor: 6.556

10.  Acute ischemic stroke lesion measurement on diffusion-weighted imaging--important considerations in designing acute stroke trials with magnetic resonance imaging.

Authors:  Carly S Rivers; Joanna M Wardlaw; Paul A Armitage; Mark E Bastin; Peter J Hand; Martin S Dennis
Journal:  J Stroke Cerebrovasc Dis       Date:  2007 Mar-Apr       Impact factor: 2.136

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  1 in total

1.  Relationships between brain and body temperature, clinical and imaging outcomes after ischemic stroke.

Authors:  Bartosz Karaszewski; Trevor K Carpenter; Ralph G R Thomas; Paul A Armitage; Georgina Katherine S Lymer; Ian Marshall; Martin S Dennis; Joanna M Wardlaw
Journal:  J Cereb Blood Flow Metab       Date:  2013-04-10       Impact factor: 6.200

  1 in total

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