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2402.05079
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Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation
7 February 2024
Ziyang Wang
Jian-Qing Zheng
Yichi Zhang
Ge Cui
Lei Li
Mamba
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Papers citing
"Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation"
50 / 86 papers shown
Flemme: A Flexible and Modular Learning Platform for Medical Images
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Guoqing Zhang
Jingyun Yang
Yang Li
MedIm
VLM
411
3
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10 Apr 2026
Hierarchical Feature Learning for Medical Point Clouds via State Space Model
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Guoqing Zhang
Jingyun Yang
Yang Li
396
4
0
10 Apr 2026
X-VMamba: Explainable Vision Mamba
M. Mabrok
Yalda Zafari
Mamba
222
1
0
16 Nov 2025
Comparative Study of UNet-based Architectures for Liver Tumor Segmentation in Multi-Phase Contrast-Enhanced Computed Tomography
Doan-Van-Anh Ly
Thi-Thu-Hien Pham
Thanh-Hai Le
203
0
0
29 Oct 2025
Rethinking Convergence in Deep Learning: The Predictive-Corrective Paradigm for Anatomy-Informed Brain MRI Segmentation
Feifei Zhang
Zhenhong Jia
Sensen Song
Fei Shi
Dayong Ren
MedIm
167
1
0
17 Oct 2025
CymbaDiff: Structured Spatial Diffusion for Sketch-based 3D Semantic Urban Scene Generation
Li Liang
Bo Miao
Xinyu Wang
Naveed Akhtar
Jordan Vice
Ajmal Mian
296
0
0
15 Oct 2025
MambaCAFU: Hybrid Multi-Scale and Multi-Attention Model with Mamba-Based Fusion for Medical Image Segmentation
T-Mai Bui
F. Bougourzi
Fadi Dornaika
Vinh Truong Hoang
Mamba
391
0
0
04 Oct 2025
BALR-SAM: Boundary-Aware Low-Rank Adaptation of SAM for Resource-Efficient Medical Image Segmentation
Zelin Liu
Sicheng Dong
Bocheng Li
Yixuan Yang
Jiacheng Ruan
Chenxu Zhou
Suncheng Xiang
MedIm
226
0
0
29 Sep 2025
SGMAGNet: A Baseline Model for 3D Cloud Phase Structure Reconstruction on a New Passive Active Satellite Benchmark
Chi Yang
Fu Wang
Xiaofei Yang
Hao Huang
Weijia Cao
Xiaowen Chu
92
0
0
19 Sep 2025
Learning What is Worth Learning: Active and Sequential Domain Adaptation for Multi-modal Gross Tumor Volume Segmentation
Jingyun Yang
Guoqing Zhang
Jingge Wang
Yang Li
112
1
0
28 Aug 2025
Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2025
Shumeng Li
Jian Zhang
Lei Qi
Luping Zhou
Yinghuan Shi
Yang Gao
Mamba
178
1
0
19 Aug 2025
EgoMusic-driven Human Dance Motion Estimation with Skeleton Mamba
Quang Minh Nguyen
Nhat Le
Baoru Huang
Minh Nhat Vu
Chengcheng Tang
Van-Dinh Nguyen
Ngan Le
Thieu Vo
A. Nguyen
134
2
0
14 Aug 2025
M-Net: MRI Brain Tumor Sequential Segmentation Network via Mesh-Cast
Jiacheng Lu
Hui Ding
Shiyu Zhang
Guoping Huo
296
2
0
28 Jul 2025
MS-UMamba: An Improved Vision Mamba Unet for Fetal Abdominal Medical Image Segmentation
Caixu Xu
Junming Wei
Huizhen Chen
Pengchen Liang
Bocheng Liang
Ying Tan
Xintong Wei
Mamba
189
0
0
14 Jun 2025
Machine Learning-Based Classification of Oils Using Dielectric Properties and Microwave Resonant Sensing
Amit Baran Dey
Wasim Arif
Rakhesh Singh Kshetrimayum
222
4
0
11 Jun 2025
HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion
Guanghu Xie
Yonglong Zhang
Zhiduo Jiang
Yang Liu
Zongwu Xie
Baoshi Cao
Hong Liu
Mamba
390
2
0
27 May 2025
TK-Mamba: Marrying KAN With Mamba for Text-Driven 3D Medical Image Segmentation
Haoyu Yang
Yuxiang Cai
Meixing Shi
Xuhong Zhang
Jintao Chen
...
Wenhui Lei
Yankai Jiang
Xiaoming Shi
Yankai Jiang
Jianwei Yin
Mamba
470
1
0
24 May 2025
SAMba-UNet: SAM2-Mamba UNet for Cardiac MRI in Medical Robotic Perception
Guohao Huo
Ruiting Dai
Hao Tang
Hao Tang
Mamba
488
0
0
22 May 2025
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2025
Zihan Cheng
Jintao Guo
Junxuan Zhang
Lei Qi
Luping Zhou
Yinghuan Shi
Yang Gao
Mamba
376
19
0
24 Apr 2025
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention
Jun Zeng
KC Santosh
Deepak Rajan Nayak
Thomas de Lange
Jonas Varkey
Tyler Berzin
Debesh Jha
ViT
MedIm
395
4
0
18 Apr 2025
Dynamic Vision Mamba
Mengxuan Wu
Zekai Li
Zhiyuan Liang
Moyang Li
Xuanlei Zhao
...
Xiaojiang Peng
Konstantinos N. Plataniotis
Xiaojiang Peng
Wangbo Zhao
Yang You
Mamba
343
6
0
07 Apr 2025
Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models
Mirko Borszukovszki
Ivo Pascal de Jong
Matias Valdenegro-Toro
320
1
0
04 Apr 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
Qingbin Liu
632
6
0
31 Mar 2025
Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning
Xiang Fang
Shanghang Zhang
Hao Zhang
Tao Lu
Huabing Zhou
Jiayi Ma
Mamba
464
1
0
23 Mar 2025
Progressive Test Time Energy Adaptation for Medical Image Segmentation
Xiaoran Zhang
Byung-Woo Hong
Hyoungseob Park
Daniel H. Pak
Anne-Marie Rickmann
Lawrence H. Staib
James S. Duncan
Alex Wong
OOD
MedIm
280
3
0
20 Mar 2025
VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis
Computer Vision and Pattern Recognition (CVPR), 2025
Z. T. Wang
Renjiao Yi
Xin Wen
Chenyang Zhu
K. Xu
DiffM
MedIm
339
7
0
17 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
554
0
0
27 Feb 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation
Jun Zeng
Debesh Jha
Ertugrul Aktas
Elif Keles
Alpay Medetalibeyoglu
...
Robert Lewandowski
Daniela Ladner
Amir Borhani
Gorkem Durak
Ulas Bagci
Mamba
510
3
0
23 Feb 2025
Topology-Aware Wavelet Mamba for Airway Structure Segmentation in Postoperative Recurrent Nasopharyngeal Carcinoma CT Scans
Haishan Huang
Pengchen Liang
Naier Lin
Luxi Wang
Bin Pu
Jianguo Chen
Qing Chang
Xia Shen
Guo Ran
Mamba
298
0
0
21 Feb 2025
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
Neural Information Processing Systems (NeurIPS), 2023
Boqian Wu
Q. Xiao
Shiwei Liu
Lu Yin
Mykola Pechenizkiy
Decebal Constantin Mocanu
M. V. Keulen
Elena Mocanu
MedIm
506
18
0
20 Feb 2025
An Exceptional Dataset For Rare Pancreatic Tumor Segmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Wenqi Li
Yingli Chen
Keyang Zhou
Xiaoxiao Hu
Zilu Zheng
Yue Yan
Xinpeng Zhang
Wei Tang
Zhenxing Qian
186
2
0
29 Jan 2025
MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation
IEEE Transactions on Computational Social Systems (IEEE TCSS), 2025
Xiaoxian Yang
Qi Wang
Kaiqi Zhang
Ke Wei
Jun Lyu
Lingchao Chen
Mamba
228
6
0
13 Jan 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
Neural Information Processing Systems (NeurIPS), 2024
Jintao Guo
Lei Qi
Yinghuan Shi
Yang Gao
336
4
0
08 Jan 2025
A Study on Context Length and Efficient Transformers for Biomedical Image Analysis
Sarah M. Hooper
Hui Xue
ViT
MedIm
99
0
0
03 Jan 2025
OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Shun Zou
Zhuo Zhang
Guangwei Gao
Mamba
641
7
0
03 Jan 2025
VMamba: Visual State Space Model
Neural Information Processing Systems (NeurIPS), 2024
Yue Liu
Yunjie Tian
Yuzhong Zhao
Hongtian Yu
Lingxi Xie
Yaowei Wang
Qixiang Ye
Jianbin Jiao
Yunfan Liu
Mamba
1.3K
1,973
0
31 Dec 2024
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3
Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model
Peizhe Xia
Long Peng
Xin Di
Renjing Pei
Yijiao Wang
Yang Cao
Zheng-jun Zha
Mamba
411
13
0
16 Nov 2024
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation
Yufeng Jiang
Zongxi Li
Xiangyan Chen
Haoran Xie
Jing Cai
Mamba
354
9
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31 Oct 2024
SepMamba: State-space models for speaker separation using Mamba
Thor Højhus Avenstrup
Boldizsár Elek
István László Mádi
András Bence Schin
Morten Mørup
Bjørn Sand Jensen
Kenny Falkær Olsen
Mamba
267
7
0
28 Oct 2024
Topology-aware Mamba for Crack Segmentation in Structures
Automation in Construction (Autom. Constr.), 2024
Xin Zuo
Yu Sheng
Jifeng Shen
Yongwei Shan
Mamba
211
27
0
25 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
233
0
0
20 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
109
1
0
16 Oct 2024
Demystifying the Token Dynamics of Deep Selective State Space Models
International Conference on Learning Representations (ICLR), 2024
Thieu N. Vo
Tung D. Pham
Xin T. Tong
Tan Minh Nguyen
Mamba
364
1
0
04 Oct 2024
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation
Information Fusion (Inf. Fusion), 2024
Xiaoxiang Han
Xinyu Li
Jiang Shang
Yiman Liu
Keyan Chen
Qiaohong Liu
Qi Zhang
Qi Zhang
Mamba
260
0
0
28 Sep 2024
An Uncertainty-Aware Generalization Framework for Cardiovascular Image Segmentation
Ting Yu Tsai
Li Lin
Yineng Chen
Connie W. Tsao
Shu Hu
...
Hongtu Zhu
Shao Lin
Ming-Ching Chang
Hongtu Zhu
Xin Wang
Mamba
365
5
0
22 Sep 2024
Sine Wave Normalization for Deep Learning-Based Tumor Segmentation in CT/PET Imaging
Jintao Ren
Muheng Li
Stine Korreman
OOD
MedIm
112
1
0
20 Sep 2024
MambaRecon: MRI Reconstruction with Structured State Space Models
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Yilmaz Korkmaz
V. Patel
Mamba
280
14
0
19 Sep 2024
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement
Xianmin Chen
Longfei Han
Peiliang Huang
Xiaoxu Feng
Longfei Han
Jiawei Han
Mamba
672
11
0
11 Sep 2024
DS MYOLO: A Reliable Object Detector Based on SSMs for Driving Scenarios
International Conference on Pattern Recognition (ICPR), 2024
Yang Li
Jianli Xiao
253
3
0
02 Sep 2024
Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis
Annual International Conference on Research in Computational Molecular Biology (RECOMB), 2024
Yuxiang Wei
A. Abrol
Reihaneh Hassanzadeh
Mamba
485
9
0
23 Aug 2024
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