SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation

24 January 2024

Lei Zhu

Papers citing "SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation"

27 / 127 papers shown

Title
VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting Yujin Tang Peijie Dong Zhenheng Tang Xiaowen Chu Junwei Liang Mamba 65 20 0 25 Mar 2024
CMViM: Contrastive Masked Vim Autoencoder for 3D Multi-modal Representation Learning for AD classification Guangqian Yang Kangrui Du Zhihan Yang Ye Du Yongping Zheng Shujun Wang 42 16 0 25 Mar 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 42 42 0 20 Mar 2024
VL-Mamba: Exploring State Space Models for Multimodal Learning Yanyuan Qiao Zheng Yu Longteng Guo Sihan Chen Zijia Zhao Mingzhen Sun Qi Wu Jing Liu Mamba 43 65 0 20 Mar 2024
EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba Xiaohuan Pei Tao Huang Chang Xu Mamba 27 88 0 15 Mar 2024
LocalMamba: Visual State Space Model with Windowed Selective Scan Tao Huang Xiaohuan Pei Shan You Fei-Yue Wang Chao Qian Chang Xu Mamba 45 139 0 14 Mar 2024
MD-Dose: A diffusion model based on the Mamba for radiation dose prediction Linjie Fu Xia Li Xiuding Cai Yingkai Wang Xueyao Wang Y. Shen Yu Yao Mamba 54 7 0 13 Mar 2024
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation Jinhong Wang Jintai Chen Danny Chen Jian Wu Mamba 51 20 0 12 Mar 2024
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation Weibin Liao Yinghao Zhu Xinyuan Wang Cehngwei Pan Yasha Wang Liantao Ma Mamba 43 65 0 08 Mar 2024
MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection Tianxiang Chen Zi Ye Zhentao Tan Tao Gong Yue-bo Wu Qi Chu Bin Liu Nenghai Yu Jieping Ye Mamba 59 46 0 04 Mar 2024
The Hidden Attention of Mamba Models Ameen Ali Itamar Zimerman Lior Wolf Mamba 39 58 0 03 Mar 2024
Point Cloud Mamba: Point Cloud Learning via State Space Model Tao Zhang Xiangtai Li Haobo Yuan Shunping Ji Shuicheng Yan 37 19 0 01 Mar 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 55 200 0 23 Feb 2024
Pan-Mamba: Effective pan-sharpening with State Space Model Xuanhua He Ke Cao K. Yan Rui Li Chengjun Xie Jie Zhang Man Zhou Mamba 60 63 0 19 Feb 2024
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation Ziyang Wang Chao Ma Mamba 29 29 0 16 Feb 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis Dingkang Liang Xin Zhou Wei Xu Xingkui Zhu Zhikang Zou Xiaoqing Ye Xinyu Wang Xiang Bai 89 91 0 16 Feb 2024
Graph Mamba: Towards Learning on Graphs with State Space Models Ali Behrouz Farnoosh Hashemi AI4CE 112 58 0 13 Feb 2024
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation Chao Ma Ziyang Wang Mamba 43 22 0 11 Feb 2024
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation Ziyang Wang Jian-Qing Zheng Yichi Zhang Ge Cui Lei Li Mamba 35 124 0 07 Feb 2024
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model Haifan Gong Luoyao Kang Yitao Wang Xiang Wan Haofeng Li Mamba 27 33 0 05 Feb 2024
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining Jiarun Liu Hao Yang Hong-Yu Zhou Yan Xi Lequan Yu ... Yong Liang Guangming Shi Shaoting Zhang Hairong Zheng Shanshan Wang Mamba 53 143 0 05 Feb 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 81 254 0 04 Feb 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 50 710 0 17 Jan 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 82 331 0 09 Jan 2024
Gated Linear Attention Transformers with Hardware-Efficient Training Songlin Yang Bailin Wang Yikang Shen Rameswar Panda Yoon Kim 45 142 0 11 Dec 2023
LLM-driven Multimodal Target Volume Contouring in Radiation Oncology Y. Oh Sangjoon Park H. Byun Yeona Cho Ik-jae Lee Jin Sung Kim Jong Chul Ye 33 20 0 03 Nov 2023
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation Ho Hin Lee Shunxing Bao Yuankai Huo Bennett A. Landman OOD MedIm 56 133 0 29 Sep 2022