Literature DB >> 14636326

Texture analysis of hippocampal sclerosis.

Leonardo Bonilha1, Eliane Kobayashi, Gabriela Castellano, Giselle Coelho, Eduardo Tinois, Fernando Cendes, Li M Li.   

Abstract

UNLABELLED: Mesial temporal lobe epilepsy (MTLE) is frequently associated with refractory seizures and pathologic features of hippocampal sclerosis (HS). Quantitative magnetic resonance imaging (MRI) techniques can improve the detection and quantification of HS. The objective of this study was to evaluate whether MRI texture analysis can detect hippocampal abnormalities in patients with pathologically proven HS.
METHODS: Nineteen consecutive patients who underwent surgery for refractory unilateral MTLE and had HS diagnosed on histopathology (12 right and seven left) had their preoperative MRIs evaluated. We performed texture analysis in 3-mm coronal T1-IR MRIs, focusing on the hippocampal head, by using the software MAZDA. Data were compared with those of a group of 78 normal hippocampi from 39 healthy adult volunteers through multivariate analysis of variance and selection of the most significant texture parameters.
RESULTS: Overall, almost all parameters of texture could discriminate the group of hippocampi with HS and the group of contralateral hippocampi from the group of normal hippocampi, but the post hoc comparison showed no differences between HS and contralateral hippocampi.
CONCLUSIONS: These results provide evidence of texture alteration in MRIs of hippocampi with HS and corroborate the hypothesis of bilaterality of hippocampal damage in patients with MTLE, but further studies are needed to investigate the lateralization power of texture analysis.

Entities:  

Mesh:

Year:  2003        PMID: 14636326     DOI: 10.1111/j.0013-9580.2003.27103.x

Source DB:  PubMed          Journal:  Epilepsia        ISSN: 0013-9580            Impact factor:   5.864


  13 in total

Review 1.  Texture analysis: a review of neurologic MR imaging applications.

Authors:  A Kassner; R E Thornhill
Journal:  AJNR Am J Neuroradiol       Date:  2010-04-15       Impact factor: 3.825

2.  Radiomics: a new application from established techniques.

Authors:  Vishwa Parekh; Michael A Jacobs
Journal:  Expert Rev Precis Med Drug Dev       Date:  2016-03-31

3.  An assessment of MEG coherence imaging in the study of temporal lobe epilepsy.

Authors:  Kost Elisevich; Neetu Shukla; John E Moran; Brien Smith; Lonni Schultz; Karen Mason; Gregory L Barkley; Norman Tepley; Valentina Gumenyuk; Susan M Bowyer
Journal:  Epilepsia       Date:  2011-03-02       Impact factor: 5.864

4.  MRI Texture Analysis Reveals Bulbar Abnormalities in Friedreich Ataxia.

Authors:  T A Santos; C E B Maistro; C B Silva; M S Oliveira; M C França; G Castellano
Journal:  AJNR Am J Neuroradiol       Date:  2015-09-10       Impact factor: 3.825

5.  Evaluation of texture for classification of abdominal aortic aneurysm after endovascular repair.

Authors:  Guillermo García; Josu Maiora; Arantxa Tapia; Mariano De Blas
Journal:  J Digit Imaging       Date:  2012-06       Impact factor: 4.056

6.  Effect of slice thickness on brain magnetic resonance image texture analysis.

Authors:  Sami J Savio; Lara C V Harrison; Tiina Luukkaala; Tomi Heinonen; Prasun Dastidar; Seppo Soimakallio; Hannu J Eskola
Journal:  Biomed Eng Online       Date:  2010-10-18       Impact factor: 2.819

7.  FLAIR signal and texture analysis for lateralizing mesial temporal lobe epilepsy.

Authors:  Kourosh Jafari-Khouzani; Kost Elisevich; Suresh Patel; Brien Smith; Hamid Soltanian-Zadeh
Journal:  Neuroimage       Date:  2009-09-08       Impact factor: 6.556

8.  Texture analysis of MR images of patients with mild traumatic brain injury.

Authors:  Kirsi K Holli; Lara Harrison; Prasun Dastidar; Minna Wäljas; Suvi Liimatainen; Tiina Luukkaala; Juha Ohman; Seppo Soimakallio; Hannu Eskola
Journal:  BMC Med Imaging       Date:  2010-05-12       Impact factor: 1.930

9.  Non-Hodgkin lymphoma response evaluation with MRI texture classification.

Authors:  Lara C V Harrison; Tiina Luukkaala; Hannu Pertovaara; Tuomas O Saarinen; Tomi T Heinonen; Ritva Järvenpää; Seppo Soimakallio; Pirkko-Liisa I Kellokumpu-Lehtinen; Hannu J Eskola; Prasun Dastidar
Journal:  J Exp Clin Cancer Res       Date:  2009-06-22

10.  Texture analysis of T1 - and T2 -weighted MR images and use of probabilistic neural network to discriminate posterior fossa tumours in children.

Authors:  Eleni Orphanidou-Vlachou; Nikolaos Vlachos; Nigel P Davies; Theodoros N Arvanitis; Richard G Grundy; Andrew C Peet
Journal:  NMR Biomed       Date:  2014-04-13       Impact factor: 4.044

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