MICCAI 2021 Challenge KiTS Submissions

Transfer learning for KiTS21 Challenge
Xi Yang, Zhang Jianpeng, Xia Yong
- 24 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Kidney and Kidney Tumor Segmentation using Spatial and Channel attention enhanced U-Net
Sajan Rajan Gohil, Abhi Navinkumar Lad
- 24 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Semantic Segmentation of Kidney, Cyst and Tumor
MINGYANG ZANG, Artur Wysoczanski, Elsa Angelini, Andrew F Laine
- 24 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Application of nnU-Net in kidney segmentation
Elaine Liu
- 24 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
A Coarse-to-Fine 3D U-Net Network for Semantic Segmentation of Kidney CT Scans
Yasmeen Mourice George
- 23 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Transformer-based 3D U-Net with attention blocks for Kidney Tumor Segmentation
Bohdan Petryshak, Dmytro Fishman, Danylo Kolinko, Igor Krashenyi
- 23 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Ensembled Multi-Stage Approach for Automated Segmentation of Kidney, Tumor, and Cysts in the Kits21 Challenge Dataset
Panagiotis Korfiatis, Adriana Gregory, Timothy Kline
- 23 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Leveraging Clinical Characteristics for Improved Deep Learning-Based Kidney Tumor Segmentation on CT
Christina Lund, Bas H.M. van der Velden
- 23 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Extending nnU-Net for the KiTS21 Challenge
Alex Markow, Lea Sophie Heinzelmann, Luca Emanuel Fioravanti, Matthias Ngo, Richard Hempel
- 23 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
A Cascaded 3D Segmentation Model for Renal Enhanced CT Images
Ddddan Li, Zhuo Chen, Haseeb Hassan, Bingding Huang
- 23 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Contrast-Enhanced CT Renal Tumor Segmentation
Xiao Chu D, Haseeb Hassan, Bingding Huang
- 23 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
An Ensemble of 3D U-Net Based Models for Segmentation of Kidney and Masses in CT Scans
Alex Golts, Daniel Khapun, Daniel Shats, Yoel Shoshan, Flora Gilboa-Solomon
- 23 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Automatic Segmentation in Abdominal CT Imaging for the KiTS21 Challenge
Jimin Heo
- 23 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Mixup Augmentation for Kidney and Kidney Tumor Segmentation
Matej Gazda, Peter Bugata, Jakub Gazda, David Hubacek, David Jozef Hresko, Peter Drotar
- 23 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
A Two-stage Cascaded Deep Neural Network with Multi-decoding Paths for Kidney Tumor Segmentation
Tian He, Zhen Zhang, Chenhao Pei, Liqin Huang
- 22 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Squeeze-and-Excitation Encoder-Decoder Network for Kidney and Kidney Tumor Segmentation in CT images
Jianhui Wen, Zhaopei Li, Zhiqiang Shen, Yaoyong Zheng, Shaohua Zheng
- 22 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Kidney and kidney tumor segmentation using a two-stage cascade framework
Chaonan Lin, Rongda Fu, Shaohua Zheng
- 22 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
A Coarse-to-fine Framework for The 2021 Kidney and Kidney Tumor Segmentation Challenge
Zhao Zhong Chen
- 22 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Less is more
Mengran Wu, Zhiyang Liu
- 22 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Rethinking 2D segmentation network to segment CT scans
Heonjin Ha
- 22 Aug 2021 (modified: 19 Sept 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Three Uses of One Neural Network: Automatic Segmentation of Kidney Tumor and Cysts Based on 3D U-Net
Yi Lv, Junchen Wang
- 22 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
kits21_short_paper_aladdin5_team
Aladdin Wu
- 22 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Automated Machine Learning algorithm for Kidney, Kidney tumor, Kidney Cyst segmentation in Computed Tomography Scans
Vivek Pawar
- 20 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
2.5D Cascaded Semantic Segmentation for Kidney Tumor Cyst
Zhiwei Chen, Hanqiang Liu
- 20 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone
Modified nnU-Net for the MICCAI KiTS21 Challenge
Lizhan Xu
- 20 Aug 2021 (modified: 24 May 2023)
- Submitted to KiTS21 Challenge
- Readers: Everyone