Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation

13 September 2021

Papers citing "Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation"

25 / 25 papers shown

Title
VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation Badhan Kumar Das Ajay Singh Gengyan Zhao Han Liu Thomas J. Re Dorin Comaniciu Eli Gibson Andreas Maier ViT MedIm 26 0 0 13 May 2025
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT Scans Jun Li Yuyao Zhang Haibo Shi Minhong Li Qiwei Li Xiaohua Qian MedIm 34 0 0 03 May 2025
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Zihan Cheng Jintao Guo J. Zhang Lei Qi Luping Zhou Yinghuan Shi Yang Gao Mamba 43 0 0 24 Apr 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing Niu Lian Jun Li Jinpeng Wang Ruisheng Luo Yaowei Wang Shu-Tao Xia Bin Chen 122 0 0 04 Apr 2025
Building 3D In-Context Learning Universal Model in Neuroimaging Jiesi Hu Hanyang Peng Yanwu Yang Xutao Guo Yang Shang P. Shi Chenfei Ye Ting Ma 67 0 0 04 Mar 2025
Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation Jie Bao Zhixin Zhou Wen Jung Li Rui Luo MedIm 70 0 0 05 Dec 2024
CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation Yihang Fu Zhe Chen Yiwen Ye Xingliang Lei Zhisong Wang Yong-quan Xia VLM MedIm 37 4 0 15 Nov 2024
Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma Segmentation Frauke Wilm Mathias Öttl Marc Aubreville Katharina Breininger OOD MedIm 32 0 0 15 Sep 2024
Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis Qiang Qiao Wenyu Wang Meixia Qu Kun Su Bin Jiang Qiang Guo 25 2 0 07 Sep 2024
NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei Segmentation Zhenye Lou Qing Xu Zekun Jiang Xiangjian He Zhen Chen Yi Wang Chenxin Li Maggie M. He Wenting Duan 38 1 0 21 Aug 2024
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation Muyang Qiu Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 40 4 0 16 Jul 2024
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation Haoyu Zhao Wen-Wen Dong Rui Yu Zhou Zhao Bo Du Yongchao Xu OOD MedIm 50 4 0 18 Mar 2024
Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation Hanhui Wang Huaize Ye Yi Xia Xueyan Zhang MedIm 18 4 0 04 Jan 2024
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Christian Weihsbach Christian N. Kruse Alexander Bigalke Mattias P. Heinrich 37 0 0 11 Dec 2023
Parameter Exchange for Robust Dynamic Domain Generalization Luojun Lin Zhifeng Shen Zhishu Sun Yuanlong Yu Lei Zhang Weijie Chen OOD 28 6 0 23 Nov 2023
Progressive Dual Priori Network for Generalized Breast Tumor Segmentation Li-Wen Wang Lihui Wang Zi-Xiang Kuai Lei Tang Yingfeng Ou Chen Ye Y. Zhu MedIm 18 2 0 20 Oct 2023
MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation Fubao Zhu Yanhui Tian Chuang Han Yanting Li Ji Nan Ni Yao Weihua Zhou OOD 11 1 0 29 Jun 2023
Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Shishuai Hu Zehui Liao Yong-quan Xia MedIm 34 28 0 08 Jun 2023
Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation Ziyang Chen Yongsheng Pan Yiwen Ye Hengfei Cui Yong-quan Xia OOD 31 20 0 31 May 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 38 205 0 27 Mar 2023
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Ran Gu Guotai Wang Jiangshan Lu Jingyang Zhang Wenhui Lei ... Wenjun Liao Shichuan Zhang Kang Li Dimitris N. Metaxas Shaoting Zhang MedIm 29 29 0 22 Nov 2022
Exploring Generalizable Distillation for Efficient Medical Image Segmentation Xingqun Qi Zhuo Wu Min Ren Muyi Sun Caifeng Shan Zhe Sun 40 3 0 26 Jul 2022
Decoupled Dynamic Filter Networks Jingkai Zhou Varun Jampani Zhixiong Pi Qiong Liu Ming-Hsuan Yang 51 108 0 29 Apr 2021
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 182 597 0 12 Mar 2020
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 295 10,618 0 19 Feb 2017