Cover Image

MM-UNet: Meta Mamba UNet for Medical Image Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xie, Bin, Yan, Yan, Agam, Gady
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

VM-UNet: Vision Mamba UNet for Medical Image Segmentation
by: Ruan, Jiacheng, et al.
Published: (2024)

Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation
by: Wang, Ziyang, et al.
Published: (2024)

LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation
by: Liao, Weibin, et al.
Published: (2024)

HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation
by: Zhang, Mingya, et al.
Published: (2024)

Segmenting Medical Images: From UNet to Res-UNet and nnUNet
by: Huang, Lina, et al.
Published: (2024)

RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation
by: Jiang, Juntao, et al.
Published: (2025)

Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation
by: Zhang, Shaolei, et al.
Published: (2025)

SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation
by: Zhu, Wenhui, et al.
Published: (2024)

CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation
by: Liu, Xiao, et al.
Published: (2024)

Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation
by: Adame, Diego, et al.
Published: (2025)

Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation
by: Ma, Chao, et al.
Published: (2024)

MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation
by: Jiang, Yufeng, et al.
Published: (2024)

VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation
by: Zhang, Mingya, et al.
Published: (2024)

Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation
by: Wang, Ziyang, et al.
Published: (2024)

HCMA-UNet: A Hybrid CNN-Mamba UNet with Axial Self-Attention for Efficient Breast Cancer Segmentation
by: Li, Haoxuan, et al.
Published: (2025)

LV-UNet: A Lightweight and Vanilla Model for Medical Image Segmentation
by: Jiang, Juntao, et al.
Published: (2024)

AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation
by: Qiu, Peijie, et al.
Published: (2024)

Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation
by: Tang, Hao, et al.
Published: (2024)

KM-UNet KAN Mamba UNet for medical image segmentation
by: Zhang, Yibo
Published: (2025)

CP-UNet: Contour-based Probabilistic Model for Medical Ultrasound Images Segmentation
by: Yu, Ruiguo, et al.
Published: (2024)

UNet with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning for Medical Image Segmentation
by: Qamar, Saqib, et al.
Published: (2025)

GCtx-UNet: Efficient Network for Medical Image Segmentation
by: Alrfou, Khaled, et al.
Published: (2024)

MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
by: Pan, Zhenghao, et al.
Published: (2024)

xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart
by: Chen, Tianrun, et al.
Published: (2024)

PAM-UNet: Shifting Attention on Region of Interest in Medical Images
by: Das, Abhijit, et al.
Published: (2024)

Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining
by: Liu, Jiarun, et al.
Published: (2024)

Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?
by: Dutta, Pallabi, et al.
Published: (2024)

GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation
by: Sun, Chengkun, et al.
Published: (2024)

MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation
by: Khan, Abdul Rehman, et al.
Published: (2023)

UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation
by: Wu, Renkai, et al.
Published: (2024)

Prompt-Guided Patch UNet-VAE with Adversarial Supervision for Adrenal Gland Segmentation in Computed Tomography Medical Images
by: Ghouse, Hania, et al.
Published: (2025)

RARE-UNet: Resolution-Aligned Routing Entry for Adaptive Medical Image Segmentation
by: Albertsen, Simon Winther, et al.
Published: (2025)

CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA Images
by: Abbas, Syed Farhan, et al.
Published: (2023)

3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge
by: Yang, Siwei, et al.
Published: (2024)

HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline
by: Heidler, Konrad, et al.
Published: (2021)

3D SA-UNet: 3D Spatial Attention UNet with 3D Atrous Spatial Pyramid Pooling for White Matter Hyperintensities Segmentation
by: Guo, Changlu
Published: (2023)

Adenocarcinoma Segmentation Using Pre-trained Swin-UNet with Parallel Cross-Attention for Multi-Domain Imaging
by: Qayyum, Abdul, et al.
Published: (2024)

A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation
by: Liu, Guoqing, et al.
Published: (2023)

SliceMamba with Neural Architecture Search for Medical Image Segmentation
by: Fan, Chao, et al.
Published: (2024)

L-UNet: An LSTM Network for Remote Sensing Image Change Detection
by: Sun, Shuting, et al.
Published: (2026)