Cover Image

Deep Image prior with StruCtUred Sparsity (DISCUS) for dynamic MRI reconstruction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Sultan, Muhammad A., Chen, Chong, Liu, Yingmin, Lei, Xuan, Ahmad, Rizwan
Format:	Preprint
Published:	2023
Subjects:	Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An unsupervised method for MRI recovery: Deep image prior with structured sparsity
by: Sultan, Muhammad Ahmad, et al.
Published: (2025)

A multi-dynamic low-rank deep image prior (ML-DIP) for 3D real-time cardiovascular MRI
by: Chen, Chong, et al.
Published: (2025)

Surface Coil Intensity Correction for MRI
by: Lei, Xuan, et al.
Published: (2023)

Groupwise Image Registration with Edge-Based Loss for Low-SNR Cardiac MRI
by: Lei, Xuan, et al.
Published: (2024)

Multi-dynamic deep image prior for cardiac MRI
by: Vornehm, Marc, et al.
Published: (2024)

EMORe: Motion-Robust 5D MRI Reconstruction via Expectation-Maximization-Guided Binning Correction and Outlier Rejection
by: Arshad, Syed M., et al.
Published: (2025)

Motion-robust free-running volumetric cardiovascular MRI
by: Arshad, Syed M., et al.
Published: (2023)

MRI Recovery with Self-Calibrated Denoisers without Fully-Sampled Data
by: Shafique, Muhammad, et al.
Published: (2023)

Accelerated Real-time Cine and Flow under In-magnet Staged Exercise
by: Chandrasekaran, Preethi, et al.
Published: (2024)

Unsupervised patch-based dynamic MRI reconstruction using learnable tensor function with implicit neural representation
by: Liu, Yuanyuan, et al.
Published: (2025)

Regularizing INR with diffusion prior self-supervised 3D reconstruction of neutron computed tomography data
by: Hossain, Maliha, et al.
Published: (2026)

GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention
by: Janjusevic, Nikola, et al.
Published: (2024)

Deep learning of personalized priors from past MRI scans enables fast, quality-enhanced point-of-care MRI with low-cost systems
by: Oved, Tal, et al.
Published: (2025)

Limited-angle SPECT image reconstruction using deep image prior
by: Hori, Kensuke, et al.
Published: (2025)

Image Quality Transfer of Diffusion MRI Guided By High-Resolution Structural MRI
by: Cicimen, Alp G., et al.
Published: (2024)

Improving Deep Learning for Accelerated MRI With Data Filtering
by: Lin, Kang, et al.
Published: (2025)

Deep generative priors for robust and efficient electron ptychography
by: McCray, Arthur R. C., et al.
Published: (2025)

DeepNuParc: A Novel Deep Clustering Framework for Fine-scale Parcellation of Brain Nuclei Using Diffusion MRI Tractography
by: He, Haolin, et al.
Published: (2025)

Clean self-supervised MRI reconstruction from noisy, sub-sampled training data with Robust SSDU
by: Millard, Charles, et al.
Published: (2022)

Robust Physics-based Deep MRI Reconstruction Via Diffusion Purification
by: Alkhouri, Ismail, et al.
Published: (2023)

Image Reconstruction with B0 Inhomogeneity using an Interpretable Deep Unrolled Network on an Open-bore MRI-Linac
by: Shan, Shanshan, et al.
Published: (2024)

Hyperspectral image reconstruction by deep learning with super-Rayleigh speckles
by: Chen, Ziyan, et al.
Published: (2025)

Deep Learning-Based Desikan-Killiany Parcellation of the Brain Using Diffusion MRI
by: Sadegheih, Yousef, et al.
Published: (2025)

Physics-Informed Deep Learning for Motion-Corrected Reconstruction of Quantitative Brain MRI
by: Eichhorn, Hannah, et al.
Published: (2024)

Noisy MRI Reconstruction via MAP Estimation with an Implicit Deep-Denoiser Prior
by: Janjušević, Nikola, et al.
Published: (2025)

M2Diff: Multi-Modality Multi-Task Enhanced Diffusion Model for MRI-Guided Low-Dose PET Enhancement
by: Yar, Ghulam Nabi Ahmad Hassan, et al.
Published: (2026)

CloudBrain-ReconAI: An Online Platform for MRI Reconstruction and Image Quality Evaluation
by: Zhou, Yirong, et al.
Published: (2022)

Time-resolved dynamic CBCT reconstruction using prior-model-free spatiotemporal Gaussian representation (PMF-STGR)
by: Xie, Jiacheng, et al.
Published: (2025)

Deep learning-derived arterial input function for dynamic brain PET
by: Chen, Junyu, et al.
Published: (2025)

Dual Deep Learning Approach for Non-invasive Renal Tumour Subtyping with VERDICT-MRI
by: Sen, Snigdha, et al.
Published: (2025)

Deep Learning-Based Prediction of PET Amyloid Status Using Multi-Contrast MRI
by: Kim, Donghoon, et al.
Published: (2024)

Adversarial Deep Learning for Simultaneous Segmentation of Ventricular and White Matter Hyperintensities in Clinical MRI
by: Bawil, Mahdi Bashiri, et al.
Published: (2025)

A Deep Learning Architectures for Kidney Disease Classification
by: Farooq, Muhammad Shoaib, 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)

Deep Unfolding Network with Spatial Alignment for multi-modal MRI reconstruction
by: Zhang, Hao, et al.
Published: (2023)

Deep Perceptual Enhancement for Medical Image Analysis
by: Sharif, S M A, et al.
Published: (2025)

Using a modified double deep image prior for crosstalk mitigation in multislice ptychography
by: Du, Ming, et al.
Published: (2021)

Two-Stage Deep Learning Framework for Quality Assessment of Left Atrial Late Gadolinium Enhanced MRI Images
by: Sultan, K M Arefeen, et al.
Published: (2023)

A novel brain registration model combining structural and functional MRI information
by: Li, Baolong, et al.
Published: (2024)

Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputs
by: Gösche, Erik, et al.
Published: (2024)