Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Bui, Phuoc-Nguyen, Le, Duc-Tai, Bum, Junghyun, Choo, Hyunseung |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Cross Feature Fusion of Fundus Image and Generated Lesion Map for Referable Diabetic Retinopathy Classification
by: Mok, Dahyun, et al.
Published: (2024)
by: Mok, Dahyun, et al.
Published: (2024)
Frequency Adapter with SAM for Generalized Medical Image Segmentation
by: Bui, Phuoc-Nguyen, et al.
Published: (2026)
by: Bui, Phuoc-Nguyen, et al.
Published: (2026)
Multi-task Feature Enhancement Network for No-Reference Image Quality Assessment
by: Yu, Li
Published: (2024)
by: Yu, Li
Published: (2024)
Representation Learning with Semantic-aware Instance and Sparse Token Alignments
by: Bui, Phuoc-Nguyen, et al.
Published: (2026)
by: Bui, Phuoc-Nguyen, et al.
Published: (2026)
Learning Multi-scale Spatial-frequency Features for Image Denoising
by: Zhao, Xu, et al.
Published: (2025)
by: Zhao, Xu, et al.
Published: (2025)
A Residual Multi-task Network for Joint Classification and Regression in Medical Imaging
by: Lin, Junji, et al.
Published: (2025)
by: Lin, Junji, et al.
Published: (2025)
Deep Perceptual Enhancement for Medical Image Analysis
by: Sharif, S M A, et al.
Published: (2025)
by: Sharif, S M A, et al.
Published: (2025)
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2024)
by: Rahman, Md Mostafijur, et al.
Published: (2024)
Multi-task Learning To Improve Semantic Segmentation Of CBCT Scans Using Image Reconstruction
by: Tschuchnig, Maximilian Ernst, et al.
Published: (2023)
by: Tschuchnig, Maximilian Ernst, et al.
Published: (2023)
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement
by: Wu, Haofan, et al.
Published: (2025)
by: Wu, Haofan, et al.
Published: (2025)
Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis
by: Hu, Yuxiang, et al.
Published: (2024)
by: Hu, Yuxiang, et al.
Published: (2024)
MSA$^2$Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation
by: Kolahi, Sina Ghorbani, et al.
Published: (2024)
by: Kolahi, Sina Ghorbani, et al.
Published: (2024)
MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation
by: Zeng, Yucheng
Published: (2025)
by: Zeng, Yucheng
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)
ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement
by: Lei, Mengqi, et al.
Published: (2024)
by: Lei, Mengqi, et al.
Published: (2024)
Generative Enhancement for 3D Medical Images
by: Zhu, Lingting, et al.
Published: (2024)
by: Zhu, Lingting, et al.
Published: (2024)
MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation
by: Ulrich, Constantin, et al.
Published: (2023)
by: Ulrich, Constantin, et al.
Published: (2023)
Multi-task SAR Image Processing via GAN-based Unsupervised Manipulation
by: Hu, Xuran, et al.
Published: (2024)
by: Hu, Xuran, et al.
Published: (2024)
PINNs for Medical Image Analysis: A Survey
by: Banerjee, Chayan, et al.
Published: (2024)
by: Banerjee, Chayan, et al.
Published: (2024)
Harnessing Multi-resolution and Multi-scale Attention for Underwater Image Restoration
by: Pramanick, Alik, et al.
Published: (2024)
by: Pramanick, Alik, et al.
Published: (2024)
MM-DINOv2: Adapting Foundation Models for Multi-Modal Medical Image Analysis
by: Scholz, Daniel, et al.
Published: (2025)
by: Scholz, Daniel, et al.
Published: (2025)
MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis
by: Vuong, Trinh Thi Le, et al.
Published: (2023)
by: Vuong, Trinh Thi Le, et al.
Published: (2023)
Glioma Multimodal MRI Analysis System for Tumor Layered Diagnosis via Multi-task Semi-supervised Learning
by: Liu, Yihao, et al.
Published: (2025)
by: Liu, Yihao, et al.
Published: (2025)
Geodesic Diffusion Models for Efficient Medical Image Enhancement
by: Zhang, Teng, et al.
Published: (2025)
by: Zhang, Teng, et al.
Published: (2025)
Multi-Task Multi-Scale Contrastive Knowledge Distillation for Efficient Medical Image Segmentation
by: Biswas, Risab
Published: (2024)
by: Biswas, Risab
Published: (2024)
SAM3D: Segment Anything Model in Volumetric Medical Images
by: Bui, Nhat-Tan, et al.
Published: (2023)
by: Bui, Nhat-Tan, et al.
Published: (2023)
Interleaved Block-based Learned Image Compression with Feature Enhancement and Quantization Error Compensation
by: Jiang, Shiqi, et al.
Published: (2025)
by: Jiang, Shiqi, et al.
Published: (2025)
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification
by: Qiu, Chunping, et al.
Published: (2020)
by: Qiu, Chunping, et al.
Published: (2020)
Keyed Nonlinear Transform: Lightweight Privacy-Enhancing Feature Sharing for Medical Image Analysis
by: Lee, Haebom, et al.
Published: (2026)
by: Lee, Haebom, et al.
Published: (2026)
Multi-scale Attention Network for Single Image Super-Resolution
by: Wang, Yan, et al.
Published: (2022)
by: Wang, Yan, et al.
Published: (2022)
Federated Learning for Medical Image Analysis: A Survey
by: Guan, Hao, et al.
Published: (2023)
by: Guan, Hao, et al.
Published: (2023)
Self-Supervised Enhancement of Forward-Looking Sonar Images: Bridging Cross-Modal Degradation Gaps through Feature Space Transformation and Multi-Frame Fusion
by: Zhang, Zhisheng, et al.
Published: (2025)
by: Zhang, Zhisheng, et al.
Published: (2025)
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images
by: Pan, Yizhi, et al.
Published: (2024)
by: Pan, Yizhi, et al.
Published: (2024)
pyMEAL: A Multi-Encoder Augmentation-Aware Learning for Robust and Generalizable Medical Image Translation
by: Ilyas, Abdul-mojeed Olabisi, et al.
Published: (2025)
by: Ilyas, Abdul-mojeed Olabisi, et al.
Published: (2025)
Foundation Model for Whole-Heart Segmentation: Leveraging Student-Teacher Learning in Multi-Modal Medical Imaging
by: Qayyum, Abdul, et al.
Published: (2025)
by: Qayyum, Abdul, et al.
Published: (2025)
Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image Segmentation
by: Bi, Yali, et al.
Published: (2025)
by: Bi, Yali, et al.
Published: (2025)
Search-MIND: Training-Free Multi-Modal Medical Image Registration
by: Wang, Boya, et al.
Published: (2026)
by: Wang, Boya, et al.
Published: (2026)
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention
by: Shao, Hao, et al.
Published: (2023)
by: Shao, Hao, et al.
Published: (2023)
Multi-resolution Guided 3D GANs for Medical Image Translation
by: Ha, Juhyung, et al.
Published: (2024)
by: Ha, Juhyung, et al.
Published: (2024)
Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation
by: Zhou, Yinchi, et al.
Published: (2024)
by: Zhou, Yinchi, et al.
Published: (2024)
Similar Items
-
Cross Feature Fusion of Fundus Image and Generated Lesion Map for Referable Diabetic Retinopathy Classification
by: Mok, Dahyun, et al.
Published: (2024) -
Frequency Adapter with SAM for Generalized Medical Image Segmentation
by: Bui, Phuoc-Nguyen, et al.
Published: (2026) -
Multi-task Feature Enhancement Network for No-Reference Image Quality Assessment
by: Yu, Li
Published: (2024) -
Representation Learning with Semantic-aware Instance and Sparse Token Alignments
by: Bui, Phuoc-Nguyen, et al.
Published: (2026) -
Learning Multi-scale Spatial-frequency Features for Image Denoising
by: Zhao, Xu, et al.
Published: (2025)