Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation

12 May 2021

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Papers citing "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

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Title
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow NetworkIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Delin An Pengfei Gu Milan Sonka Chaoli Wang Benlin Liu 252 3 0 21 Nov 2024
TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation Ranmin Wang Limin Zhuang Hongkun Chen Boyan Xu Ruichu Cai 127 1 0 18 Nov 2024
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention Xiwei Liu Min Xu Qirong Ho MedIm 184 0 0 16 Nov 2024
A Machine Learning Approach for the Efficient Estimation of Ground-Level Air Temperature in Urban Areas Iñigo Delgado-Enales Joshua Lizundia-Loiola Patricia Molina-Costa Javier Del Ser AI4CE 138 1 0 05 Nov 2024
TransUNext: towards a more advanced U-shaped framework for automatic vessel segmentation in the fundus image Xiang Li Mingsi Liu Lixin Duan ViT MedIm 190 0 0 05 Nov 2024
EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like SketchingNeural Information Processing Systems (NeurIPS), 2024 Xinwang Chen Ning Liu Yinlin Zhu Feifei Feng Jian Tang 140 4 0 31 Oct 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 232 7 0 31 Oct 2024
Compositional Segmentation of Cardiac Images Leveraging MetadataIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Abbas Khan Muhammad Asad Ziquan Liu C. Roney Gregory Slabaugh 169 1 0 30 Oct 2024
MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation Ovais Iqbal Shah Danish Raza Rizvi Aqib Nazir Mir ViT MedIm 450 1 0 29 Oct 2024
Topology-aware Mamba for Crack Segmentation in StructuresAutomation in Construction (Autom. Constr.), 2024 Xin Zuo Yu Sheng Jifeng Shen Yongwei Shan Mamba 104 15 0 25 Oct 2024
ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior Embedding for Patient-specific Imaging Study Liang Qiu Liyue Shen Lianli Liu Junyan Liu Yizheng Chen Lei Xing 172 2 0 25 Oct 2024
SFB-net for cardiac segmentation: Bridging the semantic gap with attentionIEEE International Symposium on Biomedical Imaging (ISBI), 2023 Nicolas Portal Nadjia Kachenoura Thomas Dietenbeck Catherine Achard 148 0 0 24 Oct 2024
Enhancing pretraining efficiency for medical image segmentation via transferability metrics Gábor Hidy Bence Bakos András Lukács 279 1 0 24 Oct 2024
Seismic Phase Picking Yuchen Wang Ruihuan Wang 122 0 0 21 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 134 0 0 20 Oct 2024
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024 Daniya Najiha Abdul Kareem Mustansar Fiaz Noa Novershtern Jacob Hanna Hisham Cholakkal 149 5 0 20 Oct 2024
EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge DevicesIEEE International Symposium on Biomedical Imaging (ISBI), 2024 Xin Li Wenhui Zhu Xuanzhao Dong Oana Dumitrascu Yalin Wang ViT MedIm 176 4 0 19 Oct 2024
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation Shiao Xie Jian Shu Ziwei Niu Hao Sun Shuyi Ouyang Yen-Wei Chen Lanfen Lin 193 0 0 17 Oct 2024
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection Sin Chee Chin Wei Wei Lee Yeong Khang Wenming Yang MedIm 203 0 0 15 Oct 2024
Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated ConvolutionConference on Multimedia Modeling (MMM), 2024 Pengzhou Cai Lu Jiang Yanxin Li Xiaojuan Liu Libin Lan MedIm 227 2 0 14 Oct 2024
LoLI-Street: Benchmarking Low-Light Image Enhancement and BeyondAsian Conference on Computer Vision (ACCV), 2024 Md Tanvir Islam Inzamamul Alam Simon Woo Saeed Anwar IK Hyun Lee Khan Muhammad ViT 207 11 0 13 Oct 2024
IceDiff: High Resolution and High-Quality Sea Ice Forecasting with Generative Diffusion Prior Jingyi Xu Siwei Tu Weidong Yang Shuhao Li Keyi Liu Yeqi Luo Lipeng Ma Ben Fei Junlin Wu DiffM AI4Cl 158 2 0 10 Oct 2024
Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion Yice Cao Chenchen Liu Zhenhua Wu Wenxin Yao Liu Xiong Jie Chen Zhixiang Huang Mamba 204 9 0 08 Oct 2024
DiffuseReg: Denoising Diffusion Model for Obtaining Deformation Fields in Unsupervised Deformable Image RegistrationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Yongtai Zhuo Yiqing Shen DiffM MedIm 118 6 0 07 Oct 2024
Masked Autoencoder with Swin Transformer Network for Mitigating Electrode Shift in HD-EMG-based Gesture Recognition Kasra Laamerad Mehran Shabanpour Md. Rabiul Islam Arash Mohammadi 83 0 0 07 Oct 2024
DB-SAM: Delving into High Quality Universal Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Chao Qin Jiale Cao Huazhu Fu Fahad Shahbaz Khan Rao Muhammad Anwer MedIm 144 7 0 05 Oct 2024
Open-World Reinforcement Learning over Long Short-Term ImaginationInternational Conference on Learning Representations (ICLR), 2024 Jiajian Li Q. Wang Yunbo Wang Xin Jin Yang Li Wenjun Zeng Xiaokang Yang OCL VLM 330 10 0 04 Oct 2024
DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy ImagesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Chen Liu Danqi Liao Alejandro Parada-Mayorga Alejandro Ribeiro Marcello DiStasio Smita Krishnaswamy 290 8 0 04 Oct 2024
Med-TTT: Vision Test-Time Training model for Medical Image Segmentation Jiashu Xu ViT LM&MA MedIm 165 2 0 03 Oct 2024
SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual Representations Nikolaos Giakoumoglou Tania Stathaki SSL 445 7 0 03 Oct 2024
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation Muhammad Hamza Sharif Muzammal Naseer Mohammad Yaqub Min Xu Mohsen Guizani OOD MedIm ViT 125 1 0 01 Oct 2024
AI Foundation Model for Heliophysics: Applications, Design, and Implementation Sujit Roy Talwinder Singh Marcus Freitag J. Schmude Rohit Lal ... Berkay Aydin Nikolai Pogorelov Juan Bernabé-Moreno M. Maskey Rahul Ramachandran MedIm AI4CE 258 4 0 30 Sep 2024
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation Chenglin Fang Kaigui Wu SSeg 221 1 0 30 Sep 2024
Erase, then Redraw: A Novel Data Augmentation Approach for Free Space Detection Using Diffusion Model Fulong Ma Weiqing Qi Guoyang Zhao Ming Liu Jun Ma DiffM 329 1 0 30 Sep 2024
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image SegmentationInformation Fusion (Inf. Fusion), 2024 Xiaoxiang Han Xinyu Li Jiang Shang Yiman Liu Keyan Chen Qiaohong Liu Qi Zhang Qi Zhang Mamba 183 0 0 28 Sep 2024
EfficientCrackNet: A Lightweight Model for Crack SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Abid Hasan Zim Aquib Iqbal Zaid Al-Huda Asad U. Malik Minoru Kuribayash 179 7 0 26 Sep 2024
Shape-intensity knowledge distillation for robust medical image segmentation Wenhui Dong Bo Du Yongchao Xu 212 5 0 26 Sep 2024
SSHNet: Unsupervised Cross-modal Homography Estimation via Problem Reformulation and Split OptimizationComputer Vision and Pattern Recognition (CVPR), 2024 Junchen Yu Si-Yuan Cao Runmin Zhang Chenghao Zhang Jianxin Hu Zhu Yu Bailin Yang Hui-Liang Shen 407 0 0 26 Sep 2024
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis Illia Tsiporenko Pavel Chizhov Dmytro Fishman ViT MedIm 166 3 0 25 Sep 2024
MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular Morphologies Tianhao Zhang Heather J. McCourty Berardo M. Sanchez-Tafolla Anton Nikolaev Lyudmila Mihaylova 151 1 0 25 Sep 2024
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentationScientific Reports (Sci Rep), 2024 Avisha Kumar Kunal Kotkar Kelly Jiang Meghana Bhimreddy Daniel Davidar ... Ian Suk Jennifer Son Nicholas Theodore Nitish Thakor A. Manbachi 112 3 0 24 Sep 2024
RoWSFormer: A Robust Watermarking Framework with Swin Transformer for Enhanced Geometric Attack Resilience Weitong Chen Yuheng Li AAML 155 2 0 23 Sep 2024
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Yanlin Wu Tao Li Zhihong Wang Hong Kang Along He ViT MedIm 164 9 0 23 Sep 2024
UU-Mamba: Uncertainty-aware U-Mamba for Cardiovascular Segmentation Ting Yu Tsai Li Lin Shu Hu Connie W. Tsao Xin Li Ming-Ching Chang Hongtu Zhu Xin Wang Mamba 162 5 0 22 Sep 2024
MambaRecon: MRI Reconstruction with Structured State Space ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Yilmaz Korkmaz V. Patel Mamba 156 12 0 19 Sep 2024
GCA-SUNet: A Gated Context-Aware Swin-UNet for Exemplar-Free Counting Yuzhe Wu Yipeng Xu Tianyu Xu Jialu Zhang Jianfeng Ren Xudong Jiang 298 0 0 18 Sep 2024
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation Rong Zhou Zhengqing Yuan Zhiling Yan Weixiang Sun Kai Zhang Yiwei Li Yanfang Ye Xiang Li Lifang He Lichao Sun ViT MedIm 123 3 0 17 Sep 2024
Genetic Information Analysis of Age-Related Macular Degeneration Fellow Eye Using Multi-Modal Selective ViT Yoichi Furukawa Satoshi Kamiya Yoichi Sakurada Kenji Kashiwagi Kazuhiro Hotta 119 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 190 8 0 17 Sep 2024
Learning Semi-Supervised Medical Image Segmentation from Spatial RegistrationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Qianying Liu Paul Henderson Xiao Gu Hang Dai Fani Deligianni 194 1 0 16 Sep 2024