FMD-TransUNet: Abdominal Multi-Organ Segmentation Based on Frequency Domain Multi-Axis Representation Learning and Dual Attention Mechanisms
Fuente:
arXiv
Saved in:
| Main Authors: | Lu, Fang, Xu, Jingyu, Sun, Qinxiu, Lou, Qiong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers
by: Nouman, Muhammad, et al.
Published: (2024)
by: Nouman, Muhammad, et al.
Published: (2024)
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation
by: Sun, Guanqun, et al.
Published: (2023)
by: Sun, Guanqun, et al.
Published: (2023)
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge
by: Yang, Siwei, et al.
Published: (2024)
by: Yang, Siwei, et al.
Published: (2024)
TransUNet-GradCAM: A Hybrid Transformer-U-Net with Self-Attention and Explainable Visualizations for Foot Ulcer Segmentation
by: Asare, Akwasi, et al.
Published: (2025)
by: Asare, Akwasi, et al.
Published: (2025)
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation
by: Khan, Abdul Rehman, et al.
Published: (2023)
by: Khan, Abdul Rehman, et al.
Published: (2023)
MD-RWKV-UNet: Scale-Aware Anatomical Encoding with Cross-Stage Fusion for Multi-Organ Segmentation
by: Fang, Zhuoyi
Published: (2026)
by: Fang, Zhuoyi
Published: (2026)
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation
by: Jha, Debesh, et al.
Published: (2024)
by: Jha, Debesh, et al.
Published: (2024)
A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ Segmentation
by: Huang, Ziyan, et al.
Published: (2023)
by: Huang, Ziyan, et al.
Published: (2023)
Benchmarking of Deep Learning Methods for Generic MRI Multi-Organ Abdominal Segmentation
by: Krishnaswamy, Deepa, et al.
Published: (2025)
by: Krishnaswamy, Deepa, et al.
Published: (2025)
Adenocarcinoma Segmentation Using Pre-trained Swin-UNet with Parallel Cross-Attention for Multi-Domain Imaging
by: Qayyum, Abdul, et al.
Published: (2024)
by: Qayyum, Abdul, et al.
Published: (2024)
Attention-ResUNet and EfficientSASM-UNet: UNet based frameworks for Lung and Nodule segmentation
by: Abdullah, Muhammad, et al.
Published: (2025)
by: Abdullah, Muhammad, et al.
Published: (2025)
Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation
by: Ruan, Jiacheng, et al.
Published: (2023)
by: Ruan, Jiacheng, et al.
Published: (2023)
Frequency-Based Federated Domain Generalization for Polyp Segmentation
by: Pan, Hongyi, et al.
Published: (2024)
by: Pan, Hongyi, et al.
Published: (2024)
MRISegmentator-Abdomen: A Fully Automated Multi-Organ and Structure Segmentation Tool for T1-weighted Abdominal MRI
by: Zhuang, Yan, et al.
Published: (2024)
by: Zhuang, Yan, et al.
Published: (2024)
Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation
by: Chowdhury, Satyaki Roy, et al.
Published: (2025)
by: Chowdhury, Satyaki Roy, et al.
Published: (2025)
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention
by: Shao, Hao, et al.
Published: (2023)
by: Shao, Hao, et al.
Published: (2023)
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention
by: Nam, Ju-Hyeon, et al.
Published: (2024)
by: Nam, Ju-Hyeon, et al.
Published: (2024)
Arctic Sea Ice Image Super-Resolution Based on Multi-Scale Convolution and Dual-Gating Mechanism
by: Fang, Zhaomin, et al.
Published: (2024)
by: Fang, Zhaomin, et al.
Published: (2024)
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation
by: Čevora, Kate, et al.
Published: (2024)
by: Čevora, Kate, et al.
Published: (2024)
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation
by: Wu, Linshan, et al.
Published: (2024)
by: Wu, Linshan, et al.
Published: (2024)
Segmenting Medical Images: From UNet to Res-UNet and nnUNet
by: Huang, Lina, et al.
Published: (2024)
by: Huang, Lina, 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)
by: Li, Haoxuan, et al.
Published: (2025)
Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation
by: Zhang, Sheng, et al.
Published: (2024)
by: Zhang, Sheng, et al.
Published: (2024)
A Multi-Grid Implicit Neural Representation for Multi-View Videos
by: Ling, Qingyue, et al.
Published: (2025)
by: Ling, Qingyue, 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)
by: Abbas, Syed Farhan, et al.
Published: (2023)
GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image Segmentation
by: Roy, Ayush, et al.
Published: (2024)
by: Roy, Ayush, et al.
Published: (2024)
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation
by: Zhang, Shaolei, et al.
Published: (2025)
by: Zhang, Shaolei, et al.
Published: (2025)
GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation
by: Sun, Chengkun, et al.
Published: (2024)
by: Sun, Chengkun, et al.
Published: (2024)
MM-UNet: Meta Mamba UNet for Medical Image Segmentation
by: Xie, Bin, et al.
Published: (2025)
by: Xie, Bin, et al.
Published: (2025)
VM-UNet: Vision Mamba UNet for Medical Image Segmentation
by: Ruan, Jiacheng, et al.
Published: (2024)
by: Ruan, Jiacheng, et al.
Published: (2024)
UNet-3D with Adaptive TverskyCE Loss for Pancreas Medical Image Segmentation
by: Zhang, Xubei, et al.
Published: (2025)
by: Zhang, Xubei, et al.
Published: (2025)
Rel-UNet: Reliable Tumor Segmentation via Uncertainty Quantification in nnU-Net
by: Ziaee, Seyed Sina, et al.
Published: (2025)
by: Ziaee, Seyed Sina, et al.
Published: (2025)
MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation
by: Ghouse, Hania, et al.
Published: (2025)
by: Ghouse, Hania, et al.
Published: (2025)
Spatial-Frequency Dual Progressive Attention Network For Medical Image Segmentation
by: Zhou, Zhenhuan, et al.
Published: (2024)
by: Zhou, Zhenhuan, et al.
Published: (2024)
Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases
by: Luo, Xiangde, et al.
Published: (2024)
by: Luo, Xiangde, et al.
Published: (2024)
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography
by: Liu, Jie, et al.
Published: (2024)
by: Liu, Jie, et al.
Published: (2024)
Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels
by: Ciausu, Cosmin, et al.
Published: (2024)
by: Ciausu, Cosmin, et al.
Published: (2024)
Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains
by: Nabavi, Shahabedin, et al.
Published: (2021)
by: Nabavi, Shahabedin, et al.
Published: (2021)
SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation
by: Zhu, Wenhui, et al.
Published: (2024)
by: Zhu, Wenhui, et al.
Published: (2024)
Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ Segmentation
by: Yang, Jin, et al.
Published: (2024)
by: Yang, Jin, et al.
Published: (2024)
Similar Items
-
Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers
by: Nouman, Muhammad, et al.
Published: (2024) -
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation
by: Sun, Guanqun, et al.
Published: (2023) -
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 Challenge
by: Yang, Siwei, et al.
Published: (2024) -
TransUNet-GradCAM: A Hybrid Transformer-U-Net with Self-Attention and Explainable Visualizations for Foot Ulcer Segmentation
by: Asare, Akwasi, et al.
Published: (2025) -
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation
by: Khan, Abdul Rehman, et al.
Published: (2023)