Automatic Algorithm of Magnetic Resonance Morphometry in the Diagnosis of Focal Cortical Dysplasia-Reference-Cited by-同舟云学术

Automatic Algorithm of Magnetic Resonance Morphometry in the Diagnosis of Focal Cortical Dysplasia

Published:2021-12-23 Issue:1 Volume: Page:63-76
ISSN:2713-0118
Container-title:Radiology - Practice
language:
Short-container-title:jour

Author:

Shevchenko A. M.¹^ORCID,Pogosbekyan E. L.¹^ORCID,Batalov A. I.¹^ORCID,Shultz E. I.¹^ORCID,Tyurina A. N.¹^ORCID,Fadeeva L. M.¹^ORCID,Shevchenko M. V.¹^ORCID,Vlasov P. A.¹^ORCID,Zakharova N. E.¹^ORCID,Melikyan A. G.¹^ORCID,Pronin I. N¹^ORCID

Affiliation:

1. N. N. Burdenko National Medical Research Center of Neurosurgery, Ministry of Healthcare of Russia

Abstract

The purpose of the study — to create an original algorithm of MR-morphometry for identifying FCD zones. Based on the use of the ANTs and FSL programs, an algorithm for MR morphometry was developed. It was used to generate maps of the z-index of the blur of the transition of gray and white matter and the thickness of the crust (Junction and thickness maps).An algorithm for automatic detection of focal cortical dysplasia zones has been developed. The MRI morphometry method is a promising technique for additional assessment of pathological changes in focal cortical dysplasia.

Publisher

Central Research Institute of Radiation Diagnostics

Reference10 articles.

1. Ananth H, Popescu I, Critchley HD, Good CD, Frackowiak RS, Dolan RJ. Cortical and subcortical gray matter abnormalities in schizophrenia determined through structural magnetic resonance imaging with optimized volumetric voxel-based morphometry // Am. j. psychiatry. 2002. V. 159. P. 1497–1505.

2. Bo Jin, Balu Krishnan, Sophie Adler, Konrad Wagstyl, Wenhan Hu, Stephen Jones, Imad Najm, Andreas Alexopoulos, Kai Zhang, Jianguo Zhang, Meiping Ding, Shuang Wang. Automated detection of focal cortical dysplasia type II with surface-based magnetic resonance imaging postprocessing and machine learning // Epilepsia. 2018. V. 59, No. 5. P. 982-992.

3. Bruce Fischl. FreeSurfer // Neuroimage. 2012. V. 62. No. 2. P. 774-81.

4. Cuixia Feng, Hulin Zhao, Yueer Li, Junhai Wen J. Automatic localization and segmentation of focal cortical dysplasia in FLAIR-negative patients using a convolutional neural network // Appl Clin Med Phys. 2020. V. 21. No. 9. P. 215-226.

5. Haacke E.M., Mittal S., Neelavalli Z. Wu. Susceptibility-Weighted Imaging: Technical Aspects and Clinical Applications // AJNR Am J Neuroradiol. 2009. V. 30. No. 1. P. 19–30.

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