Difference between revisions of "2014 Summer Project Week:Cortical Dysplasia Identification"

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* Gray matter segmentation using expectation-maximization (EMS) algorithm shown acuracy and robustness in cortical dysplasia data.
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Revision as of 05:42, 27 June 2014

Home < 2014 Summer Project Week:Cortical Dysplasia Identification

Key Investigators

  • Luiz Murta
  • Emylin Souza
  • Tina Kapur
  • Ron Kikinis


Project Description

Objective

  • Find, construct and validate tools to investigate the presence and location of the epileptogenic focus through analysis of: cortical thickness, texture patterns.
  • Investigates image registration as computational tool to compare pre and post MRI in epilepsy surgery.

Approach, Plan

  • Structure and tissue segmentation of cortex.
  • Cortical thickness evaluation, grey matter texture analysis.
  • Pre and post surgical MRI registration, localization of resection.

Progress

  • Gray matter segmentation using expectation-maximization (EMS) algorithm shown acuracy and robustness in cortical dysplasia data.
  • Scripted module for registration between pre- and post-surgical volumes and quadratic difference volume computation to highlight resection. (almost done, thanks to help from Jim Miller and Steve Piepen)