Title
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan Yuille Zongwei Zhou MedIm 148 11 0 20 Jan 2025
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Segmenting Medical Images with Limited Data Zhaoshan Liua Qiujie Lv Chau Hung Lee L. Shen 108 14 0 12 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 111 6 0 28 Jun 2024
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy Zdravko Marinov Paul F. Jäger Jan Egger Jens Kleesiek Rainer Stiefelhagen 82 19 0 23 Nov 2023
Domain Generalization in Computational Pathology: Survey and Guidelines Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 85 19 0 30 Oct 2023
Domain generalization across tumor types, laboratories, and species -- insights from the 2022 edition of the Mitosis Domain Generalization Challenge Marc Aubreville N. Stathonikos T. Donovan R. Klopfleisch J. Ganz ... Yongbing Zhang Sen Yang Xiyue Wang Katharina Breininger C. Bertram 69 21 0 27 Sep 2023
AutoPET Challenge 2023: Sliding Window-based Optimization of U-Net Matthias Hadlich Zdravko Marinov Rainer Stiefelhagen 67 2 0 21 Sep 2023
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision Jianning Li Zongwei Zhou Jiancheng Yang Antonio Pepe Christina Schwarz-Gsaxner ... B. Puladi Pascal Fua Alan Yuille Jens Kleesiek Jan Egger MedIm 3DH 154 35 0 30 Aug 2023
MedAugment: Universal Automatic Data Augmentation Plug-in for Medical Image Analysis Zhaoshan Liu Qiujie Lv Yifan Li Ziduo Yang Leizhao Shen MedIm 78 13 0 30 Jun 2023
SMRVIS: Point cloud extraction from 3-D ultrasound for non-destructive testing L. Tang 3DPC 74 0 0 07 Jun 2023
nnMobileNet: Rethinking CNN for Retinopathy Research Wenhui Zhu Peijie Qiu Xiwen Chen Xin Li Natasha Lepore Oana Dumitrascu Yalin Wang 93 8 0 02 Jun 2023
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks Chongyu Qu Tiezheng Zhang Hualin Qiao Jie Liu Yucheng Tang Alan Yuille Zongwei Zhou 130 40 0 16 May 2023
Biomedical image analysis competitions: The state of current participation practice Matthias Eisenmann Annika Reinke V. Weru M. Tizabi Hyunjin Park ... Baosheng Zou Klaus Maier-Hein Paul F. Jäger A. Kopp-Schneider Lena Maier-Hein 72 28 0 16 Dec 2022
Placental Vessel Segmentation and Registration in Fetoscopy: Literature Review and MICCAI FetReg2021 Challenge Findings Sophia Bano Alessandro Casella Francisco Vasconcelos Abdul Qayyum A. Benzinou ... Jan Deprest Elena De Momi L. Mattos S. Moccia Danail Stoyanov 72 6 0 24 Jun 2022