Cover Image

A Comprehensive Survey on Magnetic Resonance Image Reconstruction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kui, Xiaoyan, Fan, Zijie, Ji, Zexin, Li, Qinsong, Liu, Chengtao, Si, Weixin, Zou, Beiji
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

PAS-Mamba: Phase-Amplitude-Spatial State Space Model for MRI Reconstruction
by: Kui, Xiaoyan, et al.
Published: (2026)

Iterative Collaboration Network Guided By Reconstruction Prior for Medical Image Super-Resolution
by: Kui, Xiaoyan, et al.
Published: (2025)

Relaxometry Guided Quantitative Cardiac Magnetic Resonance Image Reconstruction
by: Zhao, Yidong, et al.
Published: (2024)

AV-GAN: Attention-Based Varifocal Generative Adversarial Network for Uneven Medical Image Translation
by: Li, Zexin, et al.
Published: (2024)

End-to-end Cortical Surface Reconstruction from Clinical Magnetic Resonance Images
by: Nielsen, Jesper Duemose, et al.
Published: (2025)

Multi-task Magnetic Resonance Imaging Reconstruction using Meta-learning
by: Bian, Wanyu, et al.
Published: (2024)

Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging
by: Capellán-Martín, Daniel, et al.
Published: (2024)

A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
by: Jiang, Junjun, et al.
Published: (2024)

A Comprehensive Survey on Synthetic Infrared Image synthesis
by: Upadhyay, Avinash, et al.
Published: (2024)

Learning Two-factor Representation for Magnetic Resonance Image Super-resolution
by: Wei, Weifeng, et al.
Published: (2024)

Advancing Image Super-resolution Techniques in Remote Sensing: A Comprehensive Survey
by: Qi, Yunliang, et al.
Published: (2025)

Video Quality Assessment: A Comprehensive Survey
by: Zheng, Qi, et al.
Published: (2024)

Unified Multi-Modal Image Synthesis for Missing Modality Imputation
by: Zhang, Yue, et al.
Published: (2023)

Adaptive Extensions of Unbiased Risk Estimators for Unsupervised Magnetic Resonance Image Denoising
by: Khan, Reeshad, et al.
Published: (2024)

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

Uncertainty-Gated Deformable Network for Breast Tumor Segmentation in MR Images
by: Zhang, Yue, et al.
Published: (2025)

Harmonization in Magnetic Resonance Imaging: A Survey of Acquisition, Image-level, and Feature-level Methods
by: Yang, Qinqin, et al.
Published: (2025)

Graph Image Prior for Unsupervised Dynamic Cardiac Cine MRI Reconstruction
by: Li, Zhongsen, et al.
Published: (2024)

Adaptive Latent Diffusion Model for 3D Medical Image to Image Translation: Multi-modal Magnetic Resonance Imaging Study
by: Kim, Jonghun, et al.
Published: (2023)

MR-Transformer: Vision Transformer for Total Knee Replacement Prediction Using Magnetic Resonance Imaging
by: Zhang, Chaojie, 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)

Dual Attention Driven Lumbar Magnetic Resonance Image Feature Enhancement and Automatic Diagnosis of Herniation
by: Zhang, Lingrui, et al.
Published: (2025)

A Comprehensive Survey on Machine Learning Driven Material Defect Detection
by: Bai, Jun, et al.
Published: (2024)

Inter-slice Super-resolution of Magnetic Resonance Images by Pre-training and Self-supervised Fine-tuning
by: Wang, Xin, et al.
Published: (2024)

Unicorn: Unified Neural Image Compression with One Number Reconstruction
by: Zheng, Qi, et al.
Published: (2024)

ReconMIL: Synergizing Latent Space Reconstruction with Bi-Stream Mamba for Whole Slide Image Analysis
by: Gan, Lubin, et al.
Published: (2026)

Spatio-Temporal Representation Decoupling and Enhancement for Federated Instrument Segmentation in Surgical Videos
by: Fang, Zheng, et al.
Published: (2025)

Exploiting Self-Supervised Constraints in Image Super-Resolution
by: Wu, Gang, et al.
Published: (2024)

A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging
by: Li, Ruoran, et al.
Published: (2023)

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis
by: Heidari, Moein, et al.
Published: (2024)

Magnetic Resonance Image Processing Transformer for General Accelerated Image Reconstruction
by: Shen, Guoyao, et al.
Published: (2024)

Style transfer between Microscopy and Magnetic Resonance Imaging via Generative Adversarial Network in small sample size settings
by: Pytlarz, Monika, et al.
Published: (2023)

SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image Reconstruction
by: Gayathri, Matcha Naga, et al.
Published: (2023)

Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging
by: Yang, Ziyuan, et al.
Published: (2022)

Neural Radiance Fields in Medical Imaging: A Survey
by: Wang, Xin, et al.
Published: (2024)

Assessment of Deep Learning Segmentation for Real-Time Free-Breathing Cardiac Magnetic Resonance Imaging at Rest and Under Exercise Stress
by: Schilling, Martin, et al.
Published: (2023)

Large Kernel MedNeXt for Breast Tumor Segmentation and Self-Normalizing Network for pCR Classification in Magnetic Resonance Images
by: Musah, Toufiq
Published: (2025)

RAW Image Reconstruction from RGB on Smartphones. NTIRE 2025 Challenge Report
by: Conde, Marcos V., et al.
Published: (2025)

Frequency-regularized Neural Representation Method for Sparse-view Tomographic Reconstruction
by: Xian, Jingmou, et al.
Published: (2024)

Brain-to-Image Retrieval and Reconstruction via Multimodal EEG Alignment
by: Wong, Chi Kit, et al.
Published: (2026)