STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Vasa, Vamsi Krishna, Zhu, Wenhui, Chen, Xiwen, Qiu, Peijie, Dong, Xuanzhao, Wang, Yalin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement
by: Dong, Xuanzhao, et al.
Published: (2024)
by: Dong, Xuanzhao, et al.
Published: (2024)
EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices
by: Li, Xin, et al.
Published: (2024)
by: Li, Xin, et al.
Published: (2024)
Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement
by: Vasa, Vamsi Krishna, et al.
Published: (2024)
by: Vasa, Vamsi Krishna, et al.
Published: (2024)
EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement
by: Zhu, Wenhui, et al.
Published: (2025)
by: Zhu, Wenhui, et al.
Published: (2025)
SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation
by: Zhu, Wenhui, et al.
Published: (2024)
by: Zhu, Wenhui, et al.
Published: (2024)
nnMobileNet: Rethinking CNN for Retinopathy Research
by: Zhu, Wenhui, et al.
Published: (2023)
by: Zhu, Wenhui, et al.
Published: (2023)
DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification
by: Zhu, Wenhui, et al.
Published: (2024)
by: Zhu, Wenhui, et al.
Published: (2024)
Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis
by: Chen, Xiwen, et al.
Published: (2025)
by: Chen, Xiwen, et al.
Published: (2025)
TPOT: Topology Preserving Optimal Transport in Retinal Fundus Image Enhancement
by: Dong, Xuanzhao, et al.
Published: (2024)
by: Dong, Xuanzhao, et al.
Published: (2024)
Medical Image Segmentation Using Advanced Unet: VMSE-Unet and VM-Unet CBAM+
by: Kanrar, Sayandeep, et al.
Published: (2025)
by: Kanrar, Sayandeep, et al.
Published: (2025)
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation
by: Yang, Jin, et al.
Published: (2024)
by: Yang, Jin, et al.
Published: (2024)
FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation
by: Xu, Jiashu
Published: (2024)
by: Xu, Jiashu
Published: (2024)
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation
by: Qiu, Peijie, et al.
Published: (2024)
by: Qiu, Peijie, et al.
Published: (2024)
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation
by: Yang, Jin, et al.
Published: (2024)
by: Yang, Jin, et al.
Published: (2024)
How Effective Can Dropout Be in Multiple Instance Learning ?
by: Zhu, Wenhui, et al.
Published: (2025)
by: Zhu, Wenhui, et al.
Published: (2025)
CTI-Unet: Cascaded Threshold Integration for Improved U-Net Segmentation of Pathology Images
by: Zhu, Mingyang, et al.
Published: (2025)
by: Zhu, Mingyang, et al.
Published: (2025)
RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection
by: Wang, Hao, et al.
Published: (2024)
by: Wang, Hao, et al.
Published: (2024)
EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models
by: Zhu, Wenhui, et al.
Published: (2025)
by: Zhu, Wenhui, et al.
Published: (2025)
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images
by: Bougourzi, Fares, et al.
Published: (2024)
by: Bougourzi, Fares, et al.
Published: (2024)
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation
by: Lin, Yi, et al.
Published: (2025)
by: Lin, Yi, et al.
Published: (2025)
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation
by: Zhao, Haoyu, et al.
Published: (2024)
by: Zhao, Haoyu, et al.
Published: (2024)
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation
by: Tran, Dinh-Phu, et al.
Published: (2024)
by: Tran, Dinh-Phu, et al.
Published: (2024)
Fed-MUnet: Multi-modal Federated Unet for Brain Tumor Segmentation
by: Zhou, Ruojun, et al.
Published: (2024)
by: Zhou, Ruojun, et al.
Published: (2024)
Residual Connection Networks in Medical Image Processing: Exploration of ResUnet++ Model Driven by Human Computer Interaction
by: Dai, Peixin, et al.
Published: (2024)
by: Dai, Peixin, et al.
Published: (2024)
DualSwinUnet++: An Enhanced Swin-Unet Architecture With Dual Decoders For PTMC Segmentation
by: Dialameh, Maryam, et al.
Published: (2024)
by: Dialameh, Maryam, et al.
Published: (2024)
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models
by: Zhang, Yichi, et al.
Published: (2025)
by: Zhang, Yichi, et al.
Published: (2025)
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation
by: Zhang, Mingya, et al.
Published: (2024)
by: Zhang, Mingya, et al.
Published: (2024)
CAD-Unet: A Capsule Network-Enhanced Unet Architecture for Accurate Segmentation of COVID-19 Lung Infections from CT Images
by: Dang, Yijie, et al.
Published: (2024)
by: Dang, Yijie, et al.
Published: (2024)
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging
by: Bougourzi, Fares, et al.
Published: (2024)
by: Bougourzi, Fares, et al.
Published: (2024)
U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation
by: Peng, Yaopeng, et al.
Published: (2023)
by: Peng, Yaopeng, et al.
Published: (2023)
One-Prompt to Segment All Medical Images
by: Wu, Junde, et al.
Published: (2023)
by: Wu, Junde, et al.
Published: (2023)
Structure Unbiased Adversarial Model for Medical Image Segmentation
by: Zhang, Tianyang, et al.
Published: (2022)
by: Zhang, Tianyang, et al.
Published: (2022)
Optimizing Medical Image Segmentation with Advanced Decoder Design
by: Yang, Weibin, et al.
Published: (2024)
by: Yang, Weibin, et al.
Published: (2024)
Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive Fields
by: Hu, Jintong, et al.
Published: (2024)
by: Hu, Jintong, et al.
Published: (2024)
Segment Anything in Medical Images
by: Ma, Jun, et al.
Published: (2023)
by: Ma, Jun, et al.
Published: (2023)
SGDC: Structurally-Guided Dynamic Convolution for Medical Image Segmentation
by: Shi, Bo, et al.
Published: (2026)
by: Shi, Bo, et al.
Published: (2026)
U-DFA: A Unified DINOv2-Unet with Dual Fusion Attention for Multi-Dataset Medical Segmentation
by: Sajjad, Zulkaif, et al.
Published: (2025)
by: Sajjad, Zulkaif, et al.
Published: (2025)
Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation
by: Chen, Gongping, et al.
Published: (2022)
by: Chen, Gongping, et al.
Published: (2022)
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation
by: Zhou, Rong, et al.
Published: (2024)
by: Zhou, Rong, et al.
Published: (2024)
Interactive Segmentation and Report Generation for CT Images
by: Gu, Yannian, et al.
Published: (2025)
by: Gu, Yannian, et al.
Published: (2025)
Similar Items
-
CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement
by: Dong, Xuanzhao, et al.
Published: (2024) -
EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices
by: Li, Xin, et al.
Published: (2024) -
Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement
by: Vasa, Vamsi Krishna, et al.
Published: (2024) -
EyeBench: A Call for More Rigorous Evaluation of Retinal Image Enhancement
by: Zhu, Wenhui, et al.
Published: (2025) -
SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation
by: Zhu, Wenhui, et al.
Published: (2024)