Shadi_MLMI_Pr04

Chair for Computer Aided Medical Procedures & Augmented Reality
Lehrstuhl für Informatikanwendungen in der Medizin & Augmented Reality

Multiple Sclerosis Lesion Segmentation

Introduction

One of the interesting topics in Medical Imaging is the MS Lesion Segmentation, which has been a challenging task for many years in MICCAI [1] and ISBI [2].

The following presentation summarize briefly the motivation and the pipeline:

Project Phases

Phase Period Assigned to Materials Results so far
Sparse Coding and Dictionary Learning TBA all Slides I
Slides II
Lecture
 
Multiple Sclerosis Lesion Segmentation TBA all Paper: MICCAI 2013
Paper: STMI-MICCAI 2014
Paper: ISBI_Challenge 2015
Paper: MICCAI 2010, Detailed version
 
Domain Independent/ Domain Adaptation TBA all Paper: MLMI-MICCAI 2014
Paper: CVPR 2013
 
Bonus: Brain Segmentation (GM, WM ...etc.) TBA all    

What you are going to learn:

  • Sparse Coding (SC) and Dictionary Learning (DL).
  • Figure out the beauty of Sparse Coding.
  • DL & SC Application in Medical Imaging.
  • ...

Programming Language

  • MATLAB

Useful Links

References



Edit | Attach | Refresh | Diffs | More | Revision r1.9 - 29 Apr 2015 - 11:49 - ShadiAlbarqouni