research product . Other ORP type . 2020

2021 Kidney and Kidney Tumor Segmentation Challenge

Heller, Nicholas; Papanikolopoulos, Nikolaos; Weight, Christopher;
Open Access
  • Published: 18 Mar 2020
  • Publisher: Zenodo
Abstract
This is the challenge design document for the "2021 Kidney and Kidney Tumor Segmentation Challenge", accepted for MICCAI 2021. There is currently a great interest in quantitatively studying the morphology of kidney tumors in order to better characterize surgical complexity and inform treatment planning. Semantic segmentation is a powerful tool for this, but it requires expert reading and considerable manual effort. The KiTS19 challenge introduced the first large-scale public dataset of kidney and kidney tumor semantic segmentations, representing a considerable step towards reliable automatic segmentation of these structures. Unfortunately, it was limited in both...
Subjects
ACM Computing Classification System: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
free text keywords: MICCAI Challenges, Biomedical Challenges, MICCAI, Semantic Segmentation, Kidney Tumors, Computed Tomography
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