Difference between revisions of "2015 Summer Project Week:LungCAD"

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Revision as of 14:04, 24 June 2015

Home < 2015 Summer Project Week:LungCAD

Key Investigators

  • Jayender Jagadeesan
  • Tobias Penskofer
  • Sandy Wells
  • Clara Meinzer

Project Description

Objective

  • Develop a module in 3D Slicer to segment the ground glass opacity (GGO) tumor, apply HeterogeneityCAD to obtain imaging metrics and classify the GGO.
  • Provide the module as an extension part of OpenCAD

Approach, Plan

  • Implement a simple region growing algorithm
  • Apply HeterogeneityCAD module
  • Use predetermined SVM classifier to decide the lesion type

Progress

  • Completed analysis for 248 GGOs and trained SVM with an accuracy of 89% to classify GGOs
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