Devil is in Channels: Contrastive Single Domain Generalization for
Medical Image Segmentation

Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation

8 June 2023

Papers citing "Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation"

17 / 17 papers shown

Title
Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation Jia Wei Xiaoqi Zhao Jonghye Woo J. Ouyang G. El Fakhri Qingyu Chen Xiaofeng Liu 22 0 0 13 Apr 2025
Multi-Granularity Vision Fastformer with Fusion Mechanism for Skin Lesion Segmentation Xuanyu Liu Huiyun Yao Jinggui Gao Zhongyi Guo Xue Zhang Yulin Dong ViT MedIm 46 0 0 04 Apr 2025
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation Muyi Bao Shuchang Lyu Zhaoyang Xu Qi Zhao Changyu Zeng Wenpei Bai Guangliang Cheng Mamba 55 0 0 25 Mar 2025
Mono2D: A Trainable Monogenic Layer for Robust Knee Cartilage Segmentation on Out-of-Distribution 2D Ultrasound Data Alvin Kimbowa Arjun Parmar Maziar Badii David Liu Matthew Harkey Ilker Hacihaliloglu 67 0 0 12 Mar 2025
Color-Quality Invariance for Robust Medical Image Segmentation Ravi Shah Atsushi Fukuda Q. H. Cap OOD 106 0 0 11 Feb 2025
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 24 3 0 19 Sep 2024
SliceMamba with Neural Architecture Search for Medical Image Segmentation Chao Fan Hongyuan Yu Yan Huang Liang Wang Zhenghan Yang Xibin Jia Mamba 51 1 0 11 Jul 2024
Towards Clinician-Preferred Segmentation: Leveraging Human-in-the-Loop for Test Time Adaptation in Medical Image Segmentation Shishuai Hu Zehui Liao Zeyou Liu Yong-quan Xia OOD 25 0 0 14 May 2024
Language Guided Domain Generalized Medical Image Segmentation Shahina Kunhimon Muzammal Naseer Salman Khan Fahad Shahbaz Khan 23 0 0 01 Apr 2024
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 33 45 0 29 Mar 2024
Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation Hao Tang Lianglun Cheng Guoheng Huang Zhengguang Tan Junhao Lu Kaihong Wu Mamba 51 10 0 26 Mar 2024
H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 45 29 0 20 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 50 4 0 18 Mar 2024
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization Aleksandr Matsun Numan Saeed F. Maani Mohammad Yaqub OOD 127 1 0 14 Mar 2024
From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation Ruxue Wen Hangjie Yuan Dong Ni Wenbo Xiao Yaoyao Wu OOD 19 12 0 31 Oct 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 40 8 0 05 Oct 2023
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