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neheller / kits21

The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge
MIT License
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kidney class kits19 vs kits21 #49

Open loressa opened 2 years ago

loressa commented 2 years ago

Hello,

I am trying to understand how to compare (or merge) the datasets of kits19 and kits21. The description of the classes in the kits21 webpage (https://kits21.kits-challenge.org/) says that the kidney class should be equivalent for both, however I thought, reading the kits19 data description paper (https://arxiv.org/pdf/1904.00445.pdf, page 4, bullet point 2), that cysts were included in the kidney class for kits19, in which case it would be equivalent to kidney + cysts in kits21?

Thanks!

neheller commented 2 years ago

That's an excellent point! It would be more accurate for us to say that the kidney+masses HEC from KiTS21 was defined in the same was as the kidney+tumor HEC from 2019. The kidney labels individually, however, are not expected to be the same due to the cysts.

innat commented 2 years ago

@neheller The dataset of kit-19 and kit-21 - what are the main differences? are there any overlaps/duplicate samples between these two?

neheller commented 2 years ago

Identical case numbers (e.g., case_00123) refer to the same patient in both KiTS19 and KiTS21, however the labels were entirely redone for KiTS21.