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MRI Texture Analysis and Diffusion Tensor Imaging in Chronic Right Hemisphere Ischemic Stroke

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MRI Texture Analysis and Diffusion Tensor Imaging in Chronic Right Hemisphere Ischemic Stroke. / Sikiö, Minna; Kölhi, Paula; Ryymin, Pertti; Eskola, Hannu J.; Dastidar, Prasun.

In: Journal of Neuroimaging, Vol. 25, No. 4, 01.07.2015, p. 614-619.

Research output: Contribution to journalArticleScientificpeer-review

Harvard

Sikiö, M, Kölhi, P, Ryymin, P, Eskola, HJ & Dastidar, P 2015, 'MRI Texture Analysis and Diffusion Tensor Imaging in Chronic Right Hemisphere Ischemic Stroke', Journal of Neuroimaging, vol. 25, no. 4, pp. 614-619. https://doi.org/10.1111/jon.12185

APA

Sikiö, M., Kölhi, P., Ryymin, P., Eskola, H. J., & Dastidar, P. (2015). MRI Texture Analysis and Diffusion Tensor Imaging in Chronic Right Hemisphere Ischemic Stroke. Journal of Neuroimaging, 25(4), 614-619. https://doi.org/10.1111/jon.12185

Vancouver

Sikiö M, Kölhi P, Ryymin P, Eskola HJ, Dastidar P. MRI Texture Analysis and Diffusion Tensor Imaging in Chronic Right Hemisphere Ischemic Stroke. Journal of Neuroimaging. 2015 Jul 1;25(4):614-619. https://doi.org/10.1111/jon.12185

Author

Sikiö, Minna ; Kölhi, Paula ; Ryymin, Pertti ; Eskola, Hannu J. ; Dastidar, Prasun. / MRI Texture Analysis and Diffusion Tensor Imaging in Chronic Right Hemisphere Ischemic Stroke. In: Journal of Neuroimaging. 2015 ; Vol. 25, No. 4. pp. 614-619.

Bibtex - Download

@article{e44510b8f8034067ab99120f067a80b3,
title = "MRI Texture Analysis and Diffusion Tensor Imaging in Chronic Right Hemisphere Ischemic Stroke",
abstract = "BACKGROUND AND PURPOSE: Diffusion tensor imaging (DTI) is shown to reveal changes caused by cerebral infarction. The aim of this study is to reveal those changes also in the conventional magnetic resonance (MR) images using a quantitative image analysis method, texture analysis (TA). METHODS: Thirty patients who had suffered their first ever infarction located on the right hemisphere underwent DTI and conventional MRI studies in the chronic phase. DTI parameters fractional anisotropy and mean diffusivity, as well as four second-order texture parameters were calculated. Interhemispheric differences and correlations between DTI and TA parameters were evaluated. RESULTS: Our DTI findings supported earlier studies as fractional anisotropy values were lowered and mean diffusivity values elevated in the lesion site, and ipsilateral cerebral peduncle, thalamus, and centrum semiovale compared to the unaffected side. Textural homogeneity parameters showed lower and complexity parameters higher values in the lesion site and ipsilateral centrum semiovale compared to the contralateral hemisphere. Correlation between the two methods was found in ipsilateral mesencephalon. CONCLUSIONS: In addition to DTI method, TA could assist in revealing the changes caused by infarction, also outside the lesion site. Damaged areas were found more heterogeneous and random in texture compared to unaffected sites.",
keywords = "Chronic infarction, Diffusion tensor imaging, Magnetic resonance imaging, Texture analysis",
author = "Minna Siki{\"o} and Paula K{\"o}lhi and Pertti Ryymin and Eskola, {Hannu J.} and Prasun Dastidar",
note = "EXT={"}Dastidar, Prasun{"}",
year = "2015",
month = "7",
day = "1",
doi = "10.1111/jon.12185",
language = "English",
volume = "25",
pages = "614--619",
journal = "Journal of Neuroimaging",
issn = "1051-2284",
publisher = "Wiley",
number = "4",

}

RIS (suitable for import to EndNote) - Download

TY - JOUR

T1 - MRI Texture Analysis and Diffusion Tensor Imaging in Chronic Right Hemisphere Ischemic Stroke

AU - Sikiö, Minna

AU - Kölhi, Paula

AU - Ryymin, Pertti

AU - Eskola, Hannu J.

AU - Dastidar, Prasun

N1 - EXT="Dastidar, Prasun"

PY - 2015/7/1

Y1 - 2015/7/1

N2 - BACKGROUND AND PURPOSE: Diffusion tensor imaging (DTI) is shown to reveal changes caused by cerebral infarction. The aim of this study is to reveal those changes also in the conventional magnetic resonance (MR) images using a quantitative image analysis method, texture analysis (TA). METHODS: Thirty patients who had suffered their first ever infarction located on the right hemisphere underwent DTI and conventional MRI studies in the chronic phase. DTI parameters fractional anisotropy and mean diffusivity, as well as four second-order texture parameters were calculated. Interhemispheric differences and correlations between DTI and TA parameters were evaluated. RESULTS: Our DTI findings supported earlier studies as fractional anisotropy values were lowered and mean diffusivity values elevated in the lesion site, and ipsilateral cerebral peduncle, thalamus, and centrum semiovale compared to the unaffected side. Textural homogeneity parameters showed lower and complexity parameters higher values in the lesion site and ipsilateral centrum semiovale compared to the contralateral hemisphere. Correlation between the two methods was found in ipsilateral mesencephalon. CONCLUSIONS: In addition to DTI method, TA could assist in revealing the changes caused by infarction, also outside the lesion site. Damaged areas were found more heterogeneous and random in texture compared to unaffected sites.

AB - BACKGROUND AND PURPOSE: Diffusion tensor imaging (DTI) is shown to reveal changes caused by cerebral infarction. The aim of this study is to reveal those changes also in the conventional magnetic resonance (MR) images using a quantitative image analysis method, texture analysis (TA). METHODS: Thirty patients who had suffered their first ever infarction located on the right hemisphere underwent DTI and conventional MRI studies in the chronic phase. DTI parameters fractional anisotropy and mean diffusivity, as well as four second-order texture parameters were calculated. Interhemispheric differences and correlations between DTI and TA parameters were evaluated. RESULTS: Our DTI findings supported earlier studies as fractional anisotropy values were lowered and mean diffusivity values elevated in the lesion site, and ipsilateral cerebral peduncle, thalamus, and centrum semiovale compared to the unaffected side. Textural homogeneity parameters showed lower and complexity parameters higher values in the lesion site and ipsilateral centrum semiovale compared to the contralateral hemisphere. Correlation between the two methods was found in ipsilateral mesencephalon. CONCLUSIONS: In addition to DTI method, TA could assist in revealing the changes caused by infarction, also outside the lesion site. Damaged areas were found more heterogeneous and random in texture compared to unaffected sites.

KW - Chronic infarction

KW - Diffusion tensor imaging

KW - Magnetic resonance imaging

KW - Texture analysis

U2 - 10.1111/jon.12185

DO - 10.1111/jon.12185

M3 - Article

VL - 25

SP - 614

EP - 619

JO - Journal of Neuroimaging

JF - Journal of Neuroimaging

SN - 1051-2284

IS - 4

ER -