MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation

3 November 2022

Papers citing "MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation"

33 / 33 papers shown

Title
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen C. Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 19 0 0 09 May 2025
Multi-Granularity Vision Fastformer with Fusion Mechanism for Skin Lesion Segmentation Xuanyu Liu Huiyun Yao Jinggui Gao Zhongyi Guo Xue Zhang Yulin Dong ViT MedIm 41 0 0 04 Apr 2025
BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models Encheng Su Hu Cao Alois C. Knoll MedIm 38 0 0 02 Apr 2025
MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation C. Shiranthika Zahra Hafezi Kafshgari Hadi Hadizadeh Parvaneh Saeedi FedML 40 0 0 26 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 53 0 0 25 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
KM-UNet KAN Mamba UNet for medical image segmentation Yibo Zhang Mamba 32 0 0 05 Jan 2025
Merging Context Clustering with Visual State Space Models for Medical Image Segmentation Yun Zhu Dong Zhang Yi-Mou Lin Yifei Feng Jinhui Tang Mamba 27 1 0 03 Jan 2025
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder Quansong He Xiaojun Yao Jun Wu Zhang Yi Tao He 82 2 0 09 Dec 2024
S3TU-Net: Structured Convolution and Superpixel Transformer for Lung Nodule Segmentation Yuke Wu Xiang Liu Yunyu Shi Xinyi Chen Z. Wang YuQing Xu Shuo Wang MedIm ViT 65 0 0 19 Nov 2024
Med-TTT: Vision Test-Time Training model for Medical Image Segmentation Jiashu Xu ViT LM&MA MedIm 23 0 0 03 Oct 2024
Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLO Ali Badiezadeh Amin Malekmohammadi Seyed Mostafa Mirhassani Parisa Gifani Majid Vafaeezadeh Mamba 29 2 0 24 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 24 3 0 17 Sep 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation Fuchen Zheng Xuhang Chen Weihuang Liu Haolun Li Yingtie Lei Jiahui He Chi-Man Pun Shounjun Zhou MedIm 29 10 0 31 Aug 2024
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation Mingya Zhang Zhihao Chen Yiyuan Ge Xianping Tao Mamba 53 3 0 21 Aug 2024
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation Chunyu Yuan Dongfang Zhao S. Agaian Mamba 25 4 0 24 May 2024
HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation Jiashu Xu Mamba 19 9 0 08 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 36 25 0 07 May 2024
Spider: A Unified Framework for Context-dependent Concept Segmentation Xiaoqi Zhao Youwei Pang Wei Ji Baicheng Sheng Jiaming Zuo Lihe Zhang Huchuan Lu 29 6 0 02 May 2024
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 25 44 0 29 Mar 2024
H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 40 28 0 20 Mar 2024
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation Mingya Zhang Yue Yu Limei Gu Tingsheng Lin Xianping Tao Mamba 50 42 0 14 Mar 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 70 254 0 04 Feb 2024
U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation Yao Peng Milan Sonka Danny Z. Chen SSeg 16 39 0 29 Nov 2023
Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived Classification Renkai Wu Yinghao Liu Pengchen Liang Qing Chang 17 1 0 27 Nov 2023
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation Vandan Gorade Sparsh Mittal Debesh Jha Ulas Bagci 26 11 0 26 Oct 2023
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNN Chunyu Yuan Dongfang Zhao S. Agaian 22 9 0 14 Oct 2023
EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation Jiacheng Ruan Mingye Xie Jingsheng Gao Ting Liu Yuzhuo Fu MedIm 8 95 0 17 Jul 2023
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan H. Fu ViT LM&MA MedIm 106 660 0 24 Jan 2022
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,592 0 04 May 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 198 883 0 16 Feb 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,471 0 17 Apr 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 247 36,237 0 25 Aug 2016