Technical report KiTS 2019

Authors
Zakirov, Adel

Issue Date
2019

Publisher
University of Minnesota Libraries Publishing

Type
Article

Abstract
This technical report on my solution for KiTS 2019 Challenge. I build an end-to-end pipeline for kidney and tumor segmentation. My pipeline consists of three modules: (1) coarse segmentation step, (2) fine kidney segmentation, (3) fine tumor candidates segmentation on the kidney(s), (4) choosing between candidates. All 4 steps are based on 3D sem-seg model with some modifications in their architecture, training policy, data representation.

Identifiers
doi: 10.24926/548719.020