Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?

1 January 2021

Papers citing "Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?"

13 / 13 papers shown

Title
Federated nnU-Net for Privacy-Preserving Medical Image Segmentation Grzegorz Skorupko Fotios Avgoustidis Carlos Martín-Isla Lidia Garrucho Dimitri A. Kessler ... Katarzyna Gwo'zdziewicz Xavier Bargalló Paulius Jaruševičius Kaisar Kushibar Karim Lekadir FedML 103 0 0 04 Mar 2025
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation Kate Čevora Ben Glocker Wenjia Bai OOD 34 0 0 08 Aug 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 82 339 0 09 Jan 2024
Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation Thomas Buddenkotte L. E. Sanchez Mireia Crispin-Ortuzar Ramona Woitek C. McCague James D. Brenton Ozan Oktem Evis Sala L. Rundo UQCV 23 2 0 20 Sep 2022
Extending nnU-Net is all you need Fabian Isensee Constantin Ulrich Tassilo Wald Klaus H. Maier-Hein SSeg 16 31 0 23 Aug 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 34 152 0 28 Jul 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 69 952 0 10 Jun 2021
OCTA-500: A Retinal Dataset for Optical Coherence Tomography Angiography Study Mingchao Li Kun Huang Qiuzhuo Xu Jiadong Yang Yuhan Zhang Zexuan Ji Keren Xie Songtao Yuan Qinghuai Liu Qiang Chen 29 86 0 14 Dec 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 28 328 0 28 Oct 2020
Modality-Pairing Learning for Brain Tumor Segmentation Yixin Wang Yao Zhang Feng Hou Yang Liu Jiang Tian Cheng Zhong Yang Zhang Zhiqiang He 72 66 0 19 Oct 2020
A Characteristic Function-based Algorithm for Geodesic Active Contours Jun Ma Dong Wang Xiaoping Wang Xiaoping Yang 26 24 0 01 Jul 2020
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 H. Menze 35 990 0 13 Jan 2019
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 349 10,639 0 19 Feb 2017