Frequency-mixed Single-source Domain Generalization for Medical Image
Segmentation

Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation

18 July 2023

Papers citing "Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation"

15 / 15 papers shown

Title
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation Zhiqiang Shen Peng Cao Jinzhu Yang Osmar R. Zaiane Z. Chen OOD 54 0 0 28 Feb 2025
CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation Yihang Fu Z. Chen Yiwen Ye Xingliang Lei Zhisong Wang Yong-quan Xia VLM MedIm 37 4 0 15 Nov 2024
Maximizing domain generalization in fetal brain tissue segmentation: the role of synthetic data generation, intensity clustering and real image fine-tuning Vladyslav Zalevskyi Thomas Sanchez Margaux Roulet Hélène Lajous Jordina Aviles Verdera Jana Hutter Hamza Kebiri Meritxell Bach Cuadra OOD 46 1 0 11 Nov 2024
Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation Zhikai Wei Wenhui Dong Peilin Zhou Yuliang Gu Zhou Zhao Yongchao Xu VLM MedIm 22 3 0 19 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
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation Kwanseok Oh Eunjin Jeon Da-Woon Heo Yooseung Shin Heung-Il Suk 50 1 0 20 Jun 2024
RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation Heng Li Haojin Li Jianyu Chen Zhongxi Qiu Huazhu Fu Lidai Wang Yan Hu Jiang-Dong Liu OOD 40 2 0 02 May 2024
Adaptive Affinity-Based Generalization For MRI Imaging Segmentation Across Resource-Limited Settings Eddardaa Ben Loussaief Mohammed Ayad Domenc Puig Hatem A. Rashwan 21 0 0 03 Apr 2024
Improving cross-domain brain tissue segmentation in fetal MRI with synthetic data Vladyslav Zalevskyi Thomas Sanchez Margaux Roulet Jordina Aviles Verddera Jana Hutter Hamza Kebiri Meritxell Bach Cuadra 37 3 0 22 Mar 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 44 4 0 18 Mar 2024
A Survey on Domain Generalization for Medical Image Analysis Ziwei Niu Shuyi Ouyang Shiao Xie Yen-wei Chen Lanfen Lin OOD LM&MA 27 5 0 07 Feb 2024
Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement Heng Li Ziqin Lin Zhongxi Qiu Zinan Li Huazhu Fu Yan Hu Jiang-Dong Liu MedIm 29 9 0 03 Dec 2023
Domain Generalization for Medical Image Analysis: A Survey Jee Seok Yoon Kwanseok Oh Yooseung Shin Maciej A Mazurowski Heung-Il Suk LM&MA OOD 37 4 0 05 Oct 2023
A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning Heng Li Haofeng Liu H. Fu Yanwu Xu Hui Shu Ke Niu Yan Hu Jiang-Dong Liu 26 14 0 02 Sep 2023
Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach Xi Peng Fengchun Qiao Long Zhao OOD 39 34 0 05 Aug 2021