Interactive Segmentation for Medical Images Using Spatial Modeling Mamba

Interactive Segmentation for Medical Images Using Spatial Modeling Mamba

Interactive segmentation methods utilize user-provided positive and negative clicks to guide the model in accurately segmenting target objects. Compared to fully automatic medical image segmentation, these methods can achieve higher segmentation accuracy with limited image data, demonstrating signif...

Descripció completa

Dades bibliogràfiques
Autors principals:	Yuxin Tang, Yu Li, Hua Zou, Xuedong Zhang
Format:	Article
Idioma:	English
Publicat:	MDPI AG 2024-10-01
Col·lecció:	Information
Matèries:	interactive medical segmentation Mamba gated convolution Kolmogorov-Arnold networks
Accés en línia:	https://www.mdpi.com/2078-2489/15/10/633

Ítems similars

HFE-Mamba: High-Frequency Enhanced Mamba Network for Efficient Segmentation of Left Ventricle in Pediatric Echocardiograms
per: Zi Ye, et al.
Publicat: (2024-01-01)

DeMambaNet: Deformable Convolution and Mamba Integration Network for High-Precision Segmentation of Ambiguously Defined Dental Radicular Boundaries
per: Binfeng Zou, et al.
Publicat: (2024-07-01)

Cascade Residual Multiscale Convolution and Mamba-Structured UNet for Advanced Brain Tumor Image Segmentation
per: Rui Zhou, et al.
Publicat: (2024-04-01)

Link Aggregation for Skip Connection–Mamba: Remote Sensing Image Segmentation Network Based on Link Aggregation Mamba
per: Qi Zhang, et al.
Publicat: (2024-09-01)

A mixed Mamba U-net for prostate segmentation in MR images
per: Qiu Du, et al.
Publicat: (2024-08-01)

MTMU: Multi-domain Transformation based Mamba-UNet designed for unruptured intracranial aneurysm segmentation
per: Bing Li, et al.
Publicat: (2025-03-01)

Spatial–Spectral Interaction Super-Resolution CNN–Mamba Network for Fusion of Satellite Hyperspectral and Multispectral Image
per: Guangwei Zhao, et al.
Publicat: (2024-01-01)

Mamba- and ResNet-Based Dual-Branch Network for Ultrasound Thyroid Nodule Segmentation
per: Min Hu, et al.
Publicat: (2024-10-01)

FusionMamba: dynamic feature enhancement for multimodal image fusion with Mamba
per: Xinyu Xie, et al.
Publicat: (2024-12-01)

EGCM-UNet: Edge Guided Hybrid CNN-Mamba UNet for farmland remote sensing image semantic segmentation
per: Jianhua Zheng, et al.
Publicat: (2025-12-01)

Spectral-Spatial Mamba for Hyperspectral Image Classification
per: Lingbo Huang, et al.
Publicat: (2024-07-01)

Mamba vision models: Automated American sign language recognition
per: Ali Salem Altaher, et al.
Publicat: (2025-03-01)

A Survey on Visual Mamba
per: Hanwei Zhang, et al.
Publicat: (2024-06-01)

A Novel Mamba Architecture with a Semantic Transformer for Efficient Real-Time Remote Sensing Semantic Segmentation
per: Hao Ding, et al.
Publicat: (2024-07-01)

MambaPose: A Human Pose Estimation Based on Gated Feedforward Network and Mamba
per: Jianqiang Zhang, et al.
Publicat: (2024-12-01)

MambaSR: Arbitrary-Scale Super-Resolution Integrating Mamba with Fast Fourier Convolution Blocks
per: Jin Yan, et al.
Publicat: (2024-07-01)

CMMamba: channel mixing Mamba for time series forecasting
per: Qiang Li, et al.
Publicat: (2024-10-01)

YOLOv5_mamba: unmanned aerial vehicle object detection based on bidirectional dense feedback network and adaptive gate feature fusion
per: Shixiao Wu, et al.
Publicat: (2024-09-01)

DOA Estimation Based on CNNs Embedded With Mamba
per: Zhang Ziyan, et al.
Publicat: (2025-01-01)

The Mamba Model: A Novel Approach for Predicting Ship Trajectories
per: Yongfeng Suo, et al.
Publicat: (2024-08-01)

GeoMamba: Toward Efficient Geography-Aware Sequential POI Recommendation
per: Jiubing Chen, et al.
Publicat: (2024-01-01)

Bidirectional Mamba with Dual-Branch Feature Extraction for Hyperspectral Image Classification
per: Ming Sun, et al.
Publicat: (2024-10-01)

Bidirectional Copy–Paste Mamba for Enhanced Semi-Supervised Segmentation of Transvaginal Uterine Ultrasound Images
per: Boyuan Peng, et al.
Publicat: (2024-07-01)

Lightweight Spatial–Spectral Shift Module With Multihead MambaOut for Hyperspectral Image Classification
per: Yi Liu, et al.
Publicat: (2025-01-01)

HyperKAN: Kolmogorov–Arnold Networks Make Hyperspectral Image Classifiers Smarter
per: Nikita Firsov, et al.
Publicat: (2024-11-01)

Predictive modeling of flexible EHD pumps using Kolmogorov–Arnold Networks
per: Yanhong Peng, et al.
Publicat: (2024-12-01)

Combining market-guided patterns and mamba for stock price prediction
per: Yanshuo Chang, et al.
Publicat: (2025-02-01)

TrackingMamba: Visual State Space Model for Object Tracking
per: Qingwang Wang, et al.
Publicat: (2024-01-01)

SineKAN: Kolmogorov-Arnold Networks using sinusoidal activation functions
per: Eric Reinhardt, et al.
Publicat: (2025-01-01)

Multimodal Natural Disaster Scene Recognition with Integrated Large Model and Mamba
per: Yuxuan Shao, et al.
Publicat: (2025-01-01)

C-KAN: A New Approach for Integrating Convolutional Layers with Kolmogorov–Arnold Networks for Time-Series Forecasting
per: Ioannis E. Livieris
Publicat: (2024-09-01)

MambaHR: State Space Model for Hyperspectral Image Restoration Under Stray Light Interference
per: Zhongyang Xing, et al.
Publicat: (2024-12-01)

Non-invasive enhanced hypertension detection through ballistocardiograph signals with Mamba model
per: Adi Alhudhaif, et al.
Publicat: (2025-02-01)

Iterative Mamba Diffusion Change-Detection Model for Remote Sensing
per: Feixiang Liu, et al.
Publicat: (2024-09-01)

Efficiency Analysis of Kolmogorov-Arnold Networks for Visual Data Processing
per: János Hollósi
Publicat: (2024-11-01)

Wind Field Reconstruction Method Using Incomplete Wind Data Based on Vision Mamba Decoder Network
per: Min Chen, et al.
Publicat: (2024-09-01)

SSUM: Spatial–Spectral Unified Mamba for Hyperspectral Image Classification
per: Song Lu, et al.
Publicat: (2024-12-01)

Revered but Poorly Understood: A Case Report of Dendroaspis polylepis (Black Mamba) Envenomation in Watamu, Malindi Kenya, and a Review of the Literature
per: Valentine Eugene Erulu, et al.
Publicat: (2018-09-01)

Wind-Mambaformer: Ultra-Short-Term Wind Turbine Power Forecasting Based on Advanced Transformer and Mamba Models
per: Zhe Dong, et al.
Publicat: (2025-02-01)

CUG-STCN: A seabed topography classification framework based on knowledge graph-guided vision mamba network
per: Haoyi Wang, et al.
Publicat: (2025-02-01)