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"

50 / 121 papers shown

Title
ABS-Mamba: SAM2-Driven Bidirectional Spiral Mamba Network for Medical Image Translation Feng Yuan Yifan Gao Wenbin Wu Keqing Wu Xiaotong Guo Jie Jiang Xin Gao Mamba 31 0 0 12 May 2025
LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment Jiahuan Long Xin Zhou MDE 51 0 0 02 May 2025
Mamba Based Feature Extraction And Adaptive Multilevel Feature Fusion For 3D Tumor Segmentation From Multi-modal Medical Image Zexin Ji Beiji Zou Xiaoyan Kui Hua Li P. Vera S. Ruan Mamba 46 0 0 30 Apr 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 41 0 0 24 Apr 2025
A Novel Hybrid Approach for Retinal Vessel Segmentation with Dynamic Long-Range Dependency and Multi-Scale Retinal Edge Fusion Enhancement Yihao Ouyang Xunheng Kuang Mengjia Xiong Zhida Wang Yuanquan Wang 32 0 0 18 Apr 2025
OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation Justin Namuk Kim Yiqiao Liu R. Soans Keith Persson Sarah Halek M. Tomaszewski Jianda Yuan G. Goldmacher Antong Chen Mamba 41 0 0 13 Apr 2025
DefMamba: Deformable Visual State Space Model Leiye Liu Miao Zhang Jihao Yin Tingwei Liu Wei Ji Yongri Piao Huchuan Lu Mamba 52 0 0 08 Apr 2025
HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling Qing Xu Zhenye Lou Chenxin Li Xiangjian He Rong Qu Tesema Fiseha Berhanu Yi Wang Wenting Duan Zhen Chen MedIm 21 0 0 08 Apr 2025
Dynamic Vision Mamba Mengxuan Wu Zekai Li Zhiyuan Liang Moyang Li Xuanlei Zhao ... Xiaojiang Peng Konstantinos N. Plataniotis Kai Wang Wangbo Zhao Yang You Mamba 44 0 0 07 Apr 2025
Model Reveals What to Cache: Profiling-Based Feature Reuse for Video Diffusion Models Xuran Ma Yexin Liu Yaofu Liu Xianfeng Wu Mingzhe Zheng Z. Wang Ser-Nam Lim Harry Yang DiffM 38 0 0 04 Apr 2025
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation Md. Mahfuz Al Hasan Mahdi Zaman Abdul Jawad A. Santamaría-Pang Ho Hin Lee ... Md Shah Imran Antika Roy Y. P. Fallah Navid Asadizanjani Reza Forghani MedIm 27 0 0 31 Mar 2025
COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation Siqi Zhang Yanyuan Qiao Qunbo Wang Zike Yan Qi Wu Zhihua Wei J. Liu 48 0 0 31 Mar 2025
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation Shaolei Zhang Jinyan Liu Tianyi Qian Xuesong Li Mamba 43 0 0 25 Mar 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 50 0 0 25 Mar 2025
MM-UNet: Meta Mamba UNet for Medical Image Segmentation Bin Xie Yan Yan Gady Agam Mamba 59 0 0 21 Mar 2025
GIGP: A Global Information Interacting and Geometric Priors Focusing Framework for Semi-supervised Medical Image Segmentation Lianyuan Yu Xiuzhen Guo Ji Shi Hongxiao Wang Hongwei Li 52 0 0 12 Mar 2025
MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation Juntian Du Yuan Sun Zhihu Zhou Pinyi Chen Runzhe Zhang Keji Mao Mamba 46 0 0 10 Mar 2025
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction Yihong Leng Jiaojiao Li Haitao Xu Rui Song 62 0 0 10 Mar 2025
Interactive Segmentation and Report Generation for CT Images Yannian Gu Wenhui Lei Hanyu Chen Xiaofan Zhang S. Zhang 53 0 0 05 Mar 2025
COMMA: Coordinate-aware Modulated Mamba Network for 3D Dispersed Vessel Segmentation Gen Shi Hui Zhang Jie Tian Mamba 61 0 0 04 Mar 2025
SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures Hui Liu Chen Jia Fan Shi Xu Cheng Shengyong Chen Mamba 47 0 0 03 Mar 2025
SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning Luyi Qiu Tristan Till Xiaobao Guo A. Kong Mamba 33 1 0 03 Mar 2025
Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality Losses Jianning Chi Zelan Li Geng Lin MingYang Sun Xiaosheng Yu 31 0 0 27 Feb 2025
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Boqian Wu Q. Xiao Shiwei Liu Lu Yin Mykola Pechenizkiy D. Mocanu M. V. Keulen Elena Mocanu MedIm 53 4 0 20 Feb 2025
A New Logic For Pediatric Brain Tumor Segmentation Max Bengtsson Elif Keles Gorkem Durak Syed Muhammad Anwar Yuri Velichko M. Linguraru A. Waanders Ulas Bagci 31 1 0 20 Feb 2025
Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation Yang Cao Zhao-quan Song Chiwun Yang VGen 41 2 0 01 Feb 2025
MS-Temba : Multi-Scale Temporal Mamba for Efficient Temporal Action Detection Arkaprava Sinha Monish Soundar Raj Pu Wang Ahmed Helmy Srijan Das Mamba 46 3 0 10 Jan 2025
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation Tapas Kumar Dutta Snehashis Majhi Deepak Ranjan Nayak Debesh Jha Mamba 80 0 0 11 Dec 2024
MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning You Wu Xiangyang Yang Xucheng Wang Hengzhou Ye Dan Zeng Shuiwang Li Mamba 96 0 0 01 Dec 2024
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline Junlong Cheng Bin Fu Jin Ye Guoan Wang Tianbin Li ... J. Chen J. Li Yanzhou Su Min Zhu Junjun He VLM 71 4 0 19 Nov 2024
RAWMamba: Unified sRGB-to-RAW De-rendering With State Space Model Hongjun Chen Wencheng Han Huan Zheng Jianbing Shen Mamba 71 0 0 18 Nov 2024
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling Akansh Agrawal Akshan Agrawal Shashwat Gupta Priyanka Bagade Mamba 64 3 0 18 Nov 2024
NIMBA: Towards Robust and Principled Processing of Point Clouds With SSMs Nursena Köprücü Destiny Okpekpe Antonio Orvieto Mamba 23 1 0 31 Oct 2024
Exploring contextual modeling with linear complexity for point cloud segmentation Yong Xien Chng Xuchong Qiu Yizeng Han Yifan Pu Jiewei Cao Gao Huang Mamba 20 1 0 28 Oct 2024
Taming Mambas for Voxel Level 3D Medical Image Segmentation Luca Lumetti Vittorio Pipoli Kevin Marchesini Elisa Ficarra C. Grana Federico Bolelli MedIm Mamba 12 0 0 20 Oct 2024
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging Zhenghao Pan Haijin Zeng Jiezhang Cao Yongyong Chen Kai Zhang Yong Xu Mamba 30 1 0 18 Oct 2024
UMambaAdj: Advancing GTV Segmentation for Head and Neck Cancer in MRI-Guided RT with UMamba and nnU-Net ResEnc Planner Jintao Ren Kim Hochreuter Jesper Folsted Kallehauge Stine Korreman Mamba 19 0 0 16 Oct 2024
Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization Hongtao Wu Yijun Yang Angelica I Aviles-Rivero Jingjing Ren Sixiang Chen Haoyu Chen Lei Zhu 37 0 0 10 Oct 2024
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model Fei Xie Weijia Zhang Zhongdao Wang Chao Ma Mamba 21 3 0 09 Oct 2024
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment Yifei Xing Xiangyuan Lan Ruiping Wang D. Jiang Wenjun Huang Qingfang Zheng Yaowei Wang Mamba 33 0 0 08 Oct 2024
Large Scale MRI Collection and Segmentation of Cirrhotic Liver Debesh Jha Onkar Susladkar Vandan Gorade Elif Keles M. Antalek ... Daniela Ladner Amir Borhani A. Medetalibeyoğlu Gorkem Durak Ulas Bagci 30 1 0 06 Oct 2024
HMT-Grasp: A Hybrid Mamba-Transformer Approach for Robot Grasping in Cluttered Environments Songsong Xiong H. Kasaei 33 0 0 04 Oct 2024
Hybrid Mamba for Few-Shot Segmentation Qianxiong Xu Xuanyi Liu Lanyun Zhu Guosheng Lin Cheng Long Ziyue Li Rui Zhao Mamba 20 3 0 29 Sep 2024
MECG-E: Mamba-based ECG Enhancer for Baseline Wander Removal Kuo-Hsuan Hung Kuan-Chen Wang Kai-Chun Liu Wei-Lun Chen Xugang Lu Yu Tsao Chii-Wann Lin Mamba 23 0 0 27 Sep 2024
AI-driven View Guidance System in Intra-cardiac Echocardiography Imaging Jaeyoung Huh Paul Klein Gareth Funka-Lea Puneet Sharma A. Kapoor Young-Ho Kim 36 2 0 25 Sep 2024
DenoMamba: A fused state-space model for low-dose CT denoising Şaban Öztürk Oğuz Can Duran Tolga Çukur Mamba MedIm 24 0 0 19 Sep 2024
MambaRecon: MRI Reconstruction with Structured State Space Models Yilmaz Korkmaz V. Patel Mamba 26 2 0 19 Sep 2024
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation Rong-Er Zhou Zhengqing Yuan Zhiling Yan Weixiang Sun Kai Zhang Yiwei Li Yanfang Ye Xiang Li Lifang He Lichao Sun ViT MedIm 18 0 0 17 Sep 2024
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance Shun Zou Mingya Zhang Bingjian Fan Zhengyi Zhou Xiuguo Zou Mamba 19 3 0 17 Sep 2024
GenMapping: Unleashing the Potential of Inverse Perspective Mapping for Robust Online HD Map Construction Siyu Li Kailun Yang Hao Shi Song Wang You Yao Zhiyong Li 28 2 0 13 Sep 2024