2015 Summer Project Week:BigDataFeatures

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Key Investigators

  • Matthew Toews, École de Technologie Supérieure
  • William Wells, BWH, Harvard Medical School
  • Tina Kapur, BWH, Harvard Medical School


Project Description

Objective

  • This project will investigate the use of 3D SIFT-RANK image features for organizing and deriving information from 3D medical image volumes.
  • Example image domains: lung CT, brain MR.

Approach, Plan

  • Discussion of algorithms: fast KNN methods, hashing.
  • Discussion of mathematical formalisms: probabilistic inference, kernel methods.

Progress

References