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Procedurally Generated Colonoscopy and Laparoscopy Data For Improved Model Training Performance
dataset
posted on 2023-08-04, 14:06 authored by Thomas DowrickThomas Dowrick, Matt ClarksonMatt Clarkson, Joao RamalhinhoJoao Ramalhinho, Long ChenLong Chen, Juana Gonzalez Bueno PuyalJuana Gonzalez Bueno PuyalThis is the training data to support the work in 'Procedurally Generated Colonoscopy and Laparoscopy Data For Improved Model Training Performance', published at the 2023 Data Engineering in Medical Imaging Workshop at MICCAI 2023.
Contents:
1. blender.zip - Blender files used to generate data.
2. examples.zip - Example videos showing Shader Graphs, Geometry Nodes and data generation.
3. liver.zip - The full generated laparoscopy dataset.
4. colon.zip - The full generated colonoscopy dataset.
Funding
Improving Research Translation In Image Guided Surgery
Engineering and Physical Sciences Research Council
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