Cover Image

Dual Attention Driven Lumbar Magnetic Resonance Image Feature Enhancement and Automatic Diagnosis of Herniation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Lingrui, Guo, Liang, An, Xiao, Lin, Feng, Zheng, Binlong, Wang, Jiankun, Li, Zhirui
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dual-Stream Attention Network for Hyperspectral Image Unmixing
by: Wang, Yufang, 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)

SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based Enhancement
by: Zhang, Yuhao, et al.
Published: (2025)

A Spectrum-based Image Denoising Method with Edge Feature Enhancement
by: Luvton, Peter, et al.
Published: (2024)

An Attention-Enhanced Network with Joint Dehazing and Retinex-Based Enhancement for Underwater Images
by: Ray, Sahana, et al.
Published: (2026)

A Landmark-aware Network for Automated Cobb Angle Estimation Using X-ray Images
by: Yang, Jie, et al.
Published: (2024)

Low-Light Image Enhancement Using Gamma Learning And Attention-Enabled Encoder-Decoder Networks
by: Debnath, Bibhabasu, et al.
Published: (2025)

EDU-Net: Retinal Pathological Fluid Segmentation in OCT Images with Multiscale Feature Fusion and Boundary Optimization
by: Lei, Zijun, et al.
Published: (2026)

Large-Scale Deployment and Analytical Implications of Structured Quality Control in Diffusion Magnetic Resonance Imaging
by: Kim, Michael E., et al.
Published: (2026)

Quantum Neural Network for Accelerated Magnetic Resonance Imaging
by: Zhou, Shuo, et al.
Published: (2024)

The RSNA Lumbar Degenerative Imaging Spine Classification (LumbarDISC) Dataset
by: Richards, Tyler J., et al.
Published: (2025)

Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRI
by: Zhong, Yutian, et al.
Published: (2024)

DD_RoTIR: Dual-Domain Image Registration via Image Translation and Hierarchical Feature-matching
by: Wang, Ruixiong, et al.
Published: (2024)

Diff-DTI: Fast Diffusion Tensor Imaging Using A Feature-Enhanced Joint Diffusion Model
by: Zhang, Lang, et al.
Published: (2024)

Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications
by: Liang, Chengyang, et al.
Published: (2024)

Attention-Guided Fair AI Modeling for Skin Cancer Diagnosis
by: Zhu, Mingcheng, et al.
Published: (2025)

Statistical Distance-Guided Unsupervised Domain Adaptation for Automated Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment
by: Nabavi, Shahabedin, et al.
Published: (2024)

S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention Context
by: Wang, Yongqiang, et al.
Published: (2024)

Global and Local Attention-Based Transformer for Hyperspectral Image Change Detection
by: Wang, Ziyi, et al.
Published: (2024)

Systematic Review of Pituitary Gland and Pituitary Adenoma Automatic Segmentation Techniques in Magnetic Resonance Imaging
by: Yakubu, Mubaraq, et al.
Published: (2025)

Breaking the Multi-Enhancement Bottleneck: Domain-Consistent Quality Enhancement for Compressed Images
by: Xing, Qunliang, et al.
Published: (2025)

Morphological-consistent Diffusion Network for Ultrasound Coronal Image Enhancement
by: Zhou, Yihao, et al.
Published: (2024)

Intelligent Diagnosis Using Dual-Branch Attention Network for Rare Thyroid Carcinoma Recognition with Ultrasound Imaging
by: Li, Peiqi, et al.
Published: (2025)

MarsSQE: Stereo Quality Enhancement for Martian Images Using Bi-level Cross-view Attention
by: Xu, Mai, et al.
Published: (2024)

Fully Automated Assessment of Cardiac Coverage in Cine Cardiovascular Magnetic Resonance Images using an Explainable Deep Visual Salient Region Detection Model
by: Nabavi, Shahabedin, et al.
Published: (2022)

Assessment of Clonal Hematopoiesis of Indeterminate Potential and Future Cardiomyopathy from Cardiac Magnetic Resonance Imaging using Deep Learning in a Cardio-oncology Population
by: Xing, Jiarui, et al.
Published: (2024)

Remote Sensing Image Enhancement through Spatiotemporal Filtering
by: Albanwan, Hessah
Published: (2024)

Computer Navigated Spinal Surgery Using Magnetic Resonance Imaging and Augmented Reality
by: Lu, Songyuan, et al.
Published: (2025)

Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor Segmentation
by: Jiang, Zhifan, et al.
Published: (2024)

Quantitative and Qualitative Evaluation of NLM and Wavelet Methods in Image Enhancement
by: Khanpour, Cameron
Published: (2024)

MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation
by: Lin, Shijie, et al.
Published: (2025)

Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement
by: Ahmed, Istiak, et al.
Published: (2024)

Asymmetric Feature Fusion for Image Retrieval
by: Wu, Hui, et al.
Published: (2024)

MarsQE: Semantic-Informed Quality Enhancement for Compressed Martian Image
by: Liu, Chengfeng, et al.
Published: (2024)

Dual Agreement Consistency Learning with Foundation Models for Semi-Supervised Fetal Heart Ultrasound Segmentation and Diagnosis
by: Wang, Fangyijie, et al.
Published: (2026)

Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders
by: Mayo, Perla, et al.
Published: (2024)

MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image Classification
by: Gao, Feng, 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)

Soft then Hard: Rethinking the Quantization in Neural Image Compression
by: Guo, Zongyu, et al.
Published: (2021)

Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting
by: Ding, Tianyi, et al.
Published: (2025)