Difference between revisions of "2016 Winter Project Week/Projects/CongenitalHeart"

From NAMIC Wiki
Jump to: navigation, search
 
(One intermediate revision by the same user not shown)
Line 24: Line 24:
 
|
 
|
 
<!-- Approach and Plan bullet points -->
 
<!-- Approach and Plan bullet points -->
*  
+
* Continue investigating algorithm modifications to enhance / correctly segment the thin walls.
 
|
 
|
 
<!-- Progress and Next steps bullet points (fill out at the end of project week -->
 
<!-- Progress and Next steps bullet points (fill out at the end of project week -->
*
+
* Worked on integrating new "thin wall" features to improve thin wall detection
 
|}
 
|}
  
 
==Background and References==
 
==Background and References==
 
* [http://link.springer.com/chapter/10.1007/978-3-319-24574-4_10 Pace et al,, Interactive Whole-Heart Segmentation in Congenital Heart Disease, MICCAI 2015]
 
* [http://link.springer.com/chapter/10.1007/978-3-319-24574-4_10 Pace et al,, Interactive Whole-Heart Segmentation in Congenital Heart Disease, MICCAI 2015]

Latest revision as of 15:01, 8 January 2016

Home < 2016 Winter Project Week < Projects < CongenitalHeart

Key Investigators

  • Danielle Pace (MIT)
  • Adrian Dalca (MIT)
  • Polina Golland (MIT)

Project Description

  • We have developed an interactive segmentation algorithm for cardiac MR images from patients with severe congenital heart disease, in which the user manually segments a few short-axis slices and the remainder is segmented automatically using patch-based segmentation (Pace et al, MICCAI 2015)
Objective Approach and Plan Progress and Next Steps
  • Continue improving the method, especially focusing on correctly segmenting thin walls of the heart when few slices are manually segmented
  • Continue investigating algorithm modifications to enhance / correctly segment the thin walls.
  • Worked on integrating new "thin wall" features to improve thin wall detection

Background and References