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Automatic detection of the mid-sagittal plane in magnetic resonance images of the human brain via analysis of maps of moments of phase congruency measure

Grant number: 15/08288-9
Support type:Scholarships in Brazil - Scientific Initiation
Effective date (Start): August 01, 2015
Effective date (End): July 31, 2016
Field of knowledge:Engineering - Biomedical Engineering
Principal researcher:Ricardo José Ferrari
Grantee:Camilo Aparecido Ferri Moreira
Home Institution: Centro de Ciências Exatas e de Tecnologia (CCET). Universidade Federal de São Carlos (UFSCAR). São Carlos , SP, Brazil

Abstract

This research project aims to develop a software tool for the automatic detection of the mid-sagittal plane (MSP) in 3D medical images. This task is very important, in neuroimaging area, for applications based on symmetry analysis between the brain hemispheres, such as in segmentation of gliomas and analysis of brain atrophy in Alzheimer's disease. In this study, the PSM detection will be based on a local measure of planar structure, calculated from eigenvalue analysis of local moment matrices of phase congruency that aims to enhance the longitudinal fissure, which is a membrane between the left and right hemispheres of the brain. Quantitative analysis using 3D MRI images will be conducted to assess the performance of the developed method.

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