Difference between revisions of "2017 Winter Project Week/ProstateSectorSegmentation"

Latest revision as of 15:52, 13 January 2017

Home < 2017 Winter Project Week < ProstateSectorSegmentation

Objective	Approach and Plan	Progress and Next Steps
Segmentation of prostate and its sectors Specifically, segmentation of the following prostate sectors: peripheral zones, transition zones, central zone, anterior fibromuscular stroma and urethral sphincter	Generation/ Refinement of ground truth data Creation of a 3D sector model Test with ProstateX challenge dataset (where zones of findings are given) to predict the zone with Deep Learning if more training data is available: deep learning for an automatic sector segmentation Try atlas-based segmentation approach to map zone segmentations on more datasets	Creation of 3 zone segmentations of the prostate (different volumes) Prediction of zones for specific locations in ProstateX dataset with Deep Learning is in progress Next Steps: Create 3D model with higher resolution. Atlas based segmentation on more publicly available data.

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 <!-- Progress and Next steps bullet points (fill out at the end of project week) -->
 * Creation of 3 zone segmentations of the prostate (different volumes)
-* Prediction of zones in ProstateX challenge with Deep Learning is in progress
+* Prediction of zones for specific locations in ProstateX dataset with Deep Learning is in progress
 * Next Steps: Create 3D model with higher resolution. Atlas based segmentation on more publicly available data.
 |}