Title
The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT N. Heller Fabian Isensee D. Trofimova R. Tejpaul Zhongchen Zhao ... Susan Austin M. Austin S. Regmi Nikolaos Papanikolopoulos C. Weight 64 71 0 05 Jul 2023
Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation Zixian Su Kai Yao Xi Yang Qiufeng Wang Jie Sun Kaizhu Huang 79 64 0 27 Nov 2022
The Principles of Data-Centric AI (DCAI) M. H. Jarrahi Ali Memariani Shion Guha 49 56 0 26 Nov 2022
TotalSegmentator: robust segmentation of 104 anatomical structures in CT images Jakob Wasserthal H. Breit Manfred T. Meyer M. Pradella Daniel Hinck ... Daniel Boll Joshy Cyriac Shan Yang M. Bach Martin Segeroth OOD 65 731 0 11 Aug 2022
Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls Farhad Maleki K. Ovens Rajiv Gupta C. Reinhold A. Spatz Reza Forghani 53 68 0 01 Feb 2022
The Medical Segmentation Decathlon Michela Antonelli Annika Reinke Spyridon Bakas Keyvan Farahani AnnetteKopp-Schneider ... Zhanwei Xu Yefeng Zheng Amber L. Simpson Lena Maier-Hein M. Jorge Cardoso OOD 106 981 0 10 Jun 2021
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search Dazhou Guo D. Jin Zhuotun Zhu T. Ho Adam P. Harrison Chun-Hung Chao Jing Xiao Alan Yuille Chien-Yu Lin Le Lu 39 59 0 17 Apr 2020
CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation A. Emre Kavur N. Gezer M. Baris Sinem Aslan Pierre-Henri Conze ... Klaus H. Maier-Hein G. Akar Gözde B. Ünal O. Dicle M. Alper Selver 80 621 0 17 Jan 2020
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 Challenge N. Heller Fabian Isensee Klaus H. Maier-Hein X. Hou Chunmei Xie ... S. Peterson A. Kalapara N. Sathianathen Nikolaos Papanikolopoulos C. Weight 57 487 0 02 Dec 2019
The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN Wenjun Yan Yuanyuan Wang Shengjia Gu Lu Huang Fuhua Yan L. Xia Qian Tao OOD MedIm 38 100 0 30 Oct 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 129 762 0 27 Aug 2019
Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net Yunze Man Yangsibo Huang Junyi Feng Xi Li Leilei Gan SSeg 40 124 0 19 Apr 2019
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 63 158 0 21 Feb 2019
The Liver Tumor Segmentation Benchmark (LiTS) Patrick Bilic P. Christ Hongwei Bran Li Eugene Vorontsov Avi Ben-Cohen ... L. Soler Bram van Ginneken H. Greenspan Leo Joskowicz Bjoern Menze 100 1,017 0 13 Jan 2019
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation H. Roth Chen Shen H. Oda T. Sugino M. Oda Y. Hayashi K. Misawa K. Mori SSeg 52 83 0 06 Jun 2018
Deep Learning for Medical Image Analysis Mina Rezaei Haojin Yang Christoph Meinel 73 2,057 0 17 Aug 2017
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation H. Roth Le Lu A. Farag Hoo-Chang Shin Jiamin Liu E. Turkbey Ronald M. Summers SSeg MedIm 65 742 0 22 Jun 2015