Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning

Neural Information Processing Systems (NeurIPS), 2020

2 November 2020

S. Fadnavis

Joshua D. Batson

Eleftherios Garyfallidis

DiffM

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Papers citing "Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning"

21 / 21 papers shown

MID: A Self-supervised Multimodal Iterative Denoising Framework

128

02 Nov 2025

Score-based Self-supervised MRI DenoisingInternational Conference on Learning Representations (ICLR), 2025

303

08 May 2025

DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models

348

31 Mar 2025

Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI

...

321

20 Sep 2024

Reliable Deep Diffusion Tensor Estimation: Rethinking the Power of Data-Driven Optimization Routine

Xinyuan Zhang

208

04 Sep 2024

Field-of-View Extension for Diffusion MRI via Deep Generative ModelsJournal of Medical Imaging (JMI), 2024

Chenyu Gao

...

Bennett Landman

180

06 May 2024

Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review

629

01 Aug 2023

Spatio-Angular Convolutions for Super-resolution in Diffusion MRINeural Information Processing Systems (NeurIPS), 2023

Matthew Lyon

Paul Armitage

Mauricio A. Alvarez

DiffM MedIm

162

01 Jun 2023

A Comparison of Image Denoising Methods

360

18 Apr 2023

Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability

249

10 Mar 2023

DDM$^2$: Self-Supervised Diffusion MRI Denoising with Generative
Diffusion Models

DDM

^2

: Self-Supervised Diffusion MRI Denoising with Generative Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2023

479

06 Feb 2023

Self-supervised training of deep denoisers in multi-coil MRI considering noise correlations

252

16 Aug 2022

Supervised Denoising of Diffusion-Weighted Magnetic Resonance Images Using a Convolutional Neural Network and Transfer LearningBiocybernetics and Biomedical Engineering (BBE), 2022

122

01 Jun 2022

Speckle Image Restoration without Clean DataInternational Conference on Pattern Recognition (ICPR), 2022

219

18 May 2022

Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional AutoencoderInternational Conference on Medical Imaging with Deep Learning (MIDL), 2022

Matthew Lyon

Paul Armitage

Mauricio A. Alvarez

MedIm

175

29 Mar 2022

MR Image Denoising and Super-Resolution Using Regularized Reverse DiffusionIEEE Transactions on Medical Imaging (IEEE TMI), 2022

367

155

23 Mar 2022

NUQ: A Noise Metric for Diffusion MRI via Uncertainty Discrepancy Quantification

S. Fadnavis

Jens Sjölund

Anders Eklund

Eleftherios Garyfallidis

DiffM

120

03 Mar 2022

Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography AngiographyComputer Vision and Pattern Recognition (CVPR), 2022

286

21 Feb 2022

DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model

210

09 Dec 2021

SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRINeuroImage (NeuroImage), 2021

Ziyu Li

295

14 Nov 2021

Learning to Assimilate in Chaotic Dynamical SystemsNeural Information Processing Systems (NeurIPS), 2021

Michael McCabe

Jed Brown

AI4TS

299

01 Nov 2021