2015 Summer Project Week:BigDataFeatures

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  Projects List

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