Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning

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"

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Title
Score-based Self-supervised MRI Denoising Jiachen Tu Yaokun Shi Fan Lam DiffM 83 3 0 08 May 2025
DiffDenoise: Self-Supervised Medical Image Denoising with Conditional Diffusion Models Basar Demir Yikang Liu Xiao Chen Eric Z. Chen Lin Zhao Boris Mailhe Terrence Chen Shanhui Sun DiffM MedIm 100 0 0 31 Mar 2025
Multi-Modality Conditioned Variational U-Net for Field-of-View Extension in Brain Diffusion MRI Zhiyuan Li Tianyuan Yao Praitayini Kanakaraj Chenyu Gao Shunxing Bao ... Walter A. Kukull Arthur W Toga D. Archer Timothy J. Hohman Bennett A. Landman MedIm DiffM 61 1 0 20 Sep 2024
Reliable Deep Diffusion Tensor Estimation: Rethinking the Power of Data-Driven Optimization Routine Jialong Li Zhicheng Zhang Yunwei Chen Qiqi Lu Ye Wu Xiaoming Liu QianJin Feng Yanqiu Feng Xinyuan Zhang DiffM MedIm 63 0 0 04 Sep 2024
Field-of-View Extension for Diffusion MRI via Deep Generative Models Chenyu Gao Shunxing Bao Michael E. Kim N. Newlin Praitayini Kanakaraj ... Arthur W Toga D. Archer Timothy J. Hohman Bennett Landman Zhiyuan Li DiffM MedIm 59 2 0 06 May 2024
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review Dan Zhang Fangfang Zhou Felix Albu Yuan-Gu Wei Xiaohu Yang Yuan Gu Qiang Li 119 25 0 01 Aug 2023
Spatio-Angular Convolutions for Super-resolution in Diffusion MRI Matthew Lyon Paul Armitage Mauricio A. Alvarez DiffM MedIm 29 4 0 01 Jun 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 103 7 0 18 Apr 2023
Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability Amir Sadikov Xinlei Pan Hannah L Choi Lanya T. Cai P. Mukherjee DiffM MedIm 51 2 0 10 Mar 2023
DDM $^2$ : Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models Tiange Xiang Mahmut Yurt Ali B. Syed Kawin Setsompop Akshay S. Chaudhari MedIm DiffM 109 56 0 06 Feb 2023
Self-supervised training of deep denoisers in multi-coil MRI considering noise correlations Juhyung Park Dongwon Park Hyeong-Geol Shin Eun-Jung Choi Hongjun An Minjun Kim 53 4 0 16 Aug 2022
Supervised Denoising of Diffusion-Weighted Magnetic Resonance Images Using a Convolutional Neural Network and Transfer Learning Jakub Jurek A. Materka Kamil Ludwisiak A. Majos K. Gorczewski K. Cepuch A. Zawadzka OOD DiffM MedIm 37 12 0 01 Jun 2022
Speckle Image Restoration without Clean Data Tsung-Ming Tai Yun-Jie Jhang Wen-Jyi Hwang Chau-Jern Cheng 89 4 0 18 May 2022
Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder Matthew Lyon Paul Armitage Mauricio A. Alvarez MedIm 11 10 0 29 Mar 2022
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion Hyungjin Chung Eunha Lee Jong Chul Ye DiffM MedIm 95 119 0 23 Mar 2022
NUQ: A Noise Metric for Diffusion MRI via Uncertainty Discrepancy Quantification S. Fadnavis Jens Sjölund Anders Eklund Eleftherios Garyfallidis DiffM 25 2 0 03 Mar 2022
Self-Supervised Bulk Motion Artifact Removal in Optical Coherence Tomography Angiography Jiaxiang Ren K. Park Yingtian Pan H. Ling 121 2 0 21 Feb 2022
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model Boah Kim Inhwa Han Jong Chul Ye MedIm DiffM 60 69 0 09 Dec 2021
SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI Q. Tian Ziyu Li Q. Fan J. Polimeni B. Bilgiç D. Salat S. Huang DiffM MedIm 119 57 0 14 Nov 2021
Learning to Assimilate in Chaotic Dynamical Systems Michael McCabe Jed Brown AI4TS 86 11 0 01 Nov 2021