Difference between revisions of "2016 Winter Project Week/Projects/CongenitalHeart"
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Image:PW-MIT2016.png|link=2016_Winter_Project_Week#Projects|[[2016_Winter_Project_Week#Projects|Projects List]] | Image:PW-MIT2016.png|link=2016_Winter_Project_Week#Projects|[[2016_Winter_Project_Week#Projects|Projects List]] | ||
| − | + | Image:congenitalMICCAI15.png|Results after user manually segments 3, 8 or 14 slices | |
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==Project Description== | ==Project Description== | ||
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| + | * 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) | ||
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! style="text-align: left; width:27%" | Objective | ! style="text-align: left; width:27%" | Objective | ||
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<!-- Objective bullet points --> | <!-- Objective bullet points --> | ||
| − | * | + | * Continue improving the method, especially focusing on correctly segmenting thin walls of the heart when few slices are manually segmented |
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<!-- Approach and Plan bullet points --> | <!-- Approach and Plan bullet points --> | ||
| − | * | + | * Continue investigating algorithm modifications to enhance / correctly segment the thin walls. |
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<!-- 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 |
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==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] | |
Latest revision as of 15:01, 8 January 2016
Home < 2016 Winter Project Week < Projects < CongenitalHeart
Results after user manually segments 3, 8 or 14 slices
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 |
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