Title
TC-DiffRecon: Texture coordination MRI reconstruction method based on diffusion model and modified MF-UNet method Chenyan Zhang Yifei Chen Zhenxiong Fan Yiyu Huang Wenchao Weng Ruiquan Ge Dong Zeng Changmiao Wang 78 4 0 17 Feb 2024
MRPD: Undersampled MRI reconstruction by prompting a large latent diffusion model Student Member Ieee Ziqi Gao F. I. S. Kevin Zhou MedIm 66 3 0 16 Feb 2024
Inference Stage Denoising for Undersampled MRI Reconstruction Yuyang Xue Chen Qin Sotirios A. Tsaftaris OOD 51 0 0 12 Feb 2024
Memory-efficient deep end-to-end posterior network (DEEPEN) for inverse problems Jyothi Rikabh Chand Mathews Jacob MedIm 69 1 0 08 Feb 2024
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction Shijun Liang Evan Bell Qing Qu Rongrong Wang S. Ravishankar 79 8 0 06 Feb 2024
Deep Learning-based Intraoperative MRI Reconstruction Jon André Ottesen T. Storås S. Vatnehol G. Løvland Einar O. Vik-Mo ... Karoline Skogen C. Larsson A. Bjørnerud Inge Rasmus Groote-Eindbaas M. Caan AI4CE 55 0 0 23 Jan 2024
Neural Born Series Operator for Biomedical Ultrasound Computed Tomography Zhijun Zeng Yihang Zheng Youjia Zheng Yubing Li Zuoqiang Shi He Sun 81 2 0 25 Dec 2023
Federated Learning via Input-Output Collaborative Distillation Xuan Gong Shanglin Li Yuxiang Bao Barry Yao Yawen Huang Ziyan Wu Baochang Zhang Yefeng Zheng David Doermann FedML 76 6 0 22 Dec 2023
Deep Learning-based MRI Reconstruction with Artificial Fourier Transform Network (AFTNet) Yanting Yang Jeffery Siyuan Tian Matthieu Dagommer Jia Guo Matthieu Dagommer Jia Guo MedIm 47 0 0 18 Dec 2023
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training Data Kang Lin Reinhard Heckel OOD 70 6 0 16 Dec 2023
Robust MRI Reconstruction by Smoothed Unrolling (SMUG) Shijun Liang Van Hoang Minh Nguyen Jinghan Jia Ismail Alkhouri Sijia Liu S. Ravishankar 73 1 0 12 Dec 2023
Equivariant plug-and-play image reconstruction Matthieu Terris Thomas Moreau Nelly Pustelnik Julian Tachella 119 20 0 04 Dec 2023
Local monotone operator learning using non-monotone operators: MnM-MOL Maneesh John Jyothi Rikabh Chand Mathews Jacob 54 1 0 01 Dec 2023
Meta-Prior: Meta learning for Adaptive Inverse Problem Solvers Matthieu Terris Thomas Moreau 80 1 0 30 Nov 2023
Foundational Moral Values for AI Alignment Betty Hou Brian Patrick Green 56 0 0 28 Nov 2023
JSSL: Joint Supervised and Self-supervised Learning for MRI Reconstruction George Yiasemis N. Moriakov Clara I. Sánchez Jan-Jakob Sonke Jonas Teuwen 84 2 0 27 Nov 2023
Deep-learning-based acceleration of MRI for radiotherapy planning of pediatric patients with brain tumors Shahinur Alam J. Uh Alexander Dresner Chia-Ho Hua Khaled Khairy MedIm 51 0 0 22 Nov 2023
IMJENSE: Scan-specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI Rui-jun Feng Qing Wu Jie Feng Huajun She Chunlei Liu Yuyao Zhang Hongjiang Wei 85 28 0 21 Nov 2023
Fast Controllable Diffusion Models for Undersampled MRI Reconstruction Wei Jiang Z. Xiong Feng Liu Nan Ye Hongfu Sun MedIm DiffM 130 6 0 20 Nov 2023
On the Quantification of Image Reconstruction Uncertainty without Training Data Sirui Bi Victor Fung Jiaxin Zhang 53 1 0 16 Nov 2023
Multisensory extended reality applications offer benefits for volumetric biomedical image analysis in research and medicine Kathrin Krieger Jan Egger Jens Kleesiek Matthias Gunzer Jianxu Chen 28 3 0 07 Nov 2023
$k$ - $t$ CLAIR: Self-Consistency Guided Multi-Prior Learning for Dynamic Parallel MR Image Reconstruction Liping Zhang Weitian Chen 62 3 0 17 Oct 2023
Provable Probabilistic Imaging using Score-Based Generative Priors Yu Sun Zihui Wu Yifan Chen Berthy Feng Katherine Bouman DiffM 103 35 0 16 Oct 2023
SMRD: SURE-based Robust MRI Reconstruction with Diffusion Models Batu Mehmet Ozturkler Chao Liu Benjamin Eckart Morteza Mardani Jiaming Song Jan Kautz 83 17 0 03 Oct 2023
Propagation and Attribution of Uncertainty in Medical Imaging Pipelines Leonhard F. Feiner Martin J. Menten Kerstin Hammernik Paul Hager Wenqi Huang Rafael Azevedo R. Braren Georgios Kaissis MedIm 41 3 0 28 Sep 2023
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction Bingyu Xin Meng Ye L. Axel Dimitris N. Metaxas 66 16 0 25 Sep 2023
A plug-and-play synthetic data deep learning for undersampled magnetic resonance image reconstruction Min Xiao Zehao Wang Jiefeng Guo Xiaobo Qu OOD MedIm 69 0 0 13 Sep 2023
AmbientFlow: Invertible generative models from incomplete, noisy measurements Varun A. Kelkar Rucha Deshpande Arindam Banerjee M. Anastasio DRL MedIm 120 7 0 09 Sep 2023
Correlated and Multi-frequency Diffusion Modeling for Highly Under-sampled MRI Reconstruction Yu Guan Chuanming Yu Shiyu Lu Zhuoxu Cui Dong Liang Qiegen Liu 77 14 0 02 Sep 2023
Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction Riccardo Barbano Alexander Denker Hyungjin Chung Tae Hoon Roh Simon Arrdige Peter Maass Bangti Jin J. C. Ye MedIm 72 6 0 28 Aug 2023
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction Yu-bao Yan Chun-Mei Feng Yuexiang Li Rick Siow Mong Goh Lei Zhu MedIm 103 3 0 20 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan Xingyu Wang Wenjun Zeng Xinchao Wang Zhibo Chen 104 87 0 18 Aug 2023
Two-and-a-half Order Score-based Model for Solving 3D Ill-posed Inverse Problems Zirong Li Yanyang Wang Jianjia Zhang Weiwen Wu Hengyong Yu 56 10 0 16 Aug 2023
SDLFormer: A Sparse and Dense Locality-enhanced Transformer for Accelerated MR Image Reconstruction Rahul G.S. Sriprabha Ramnarayanan Mohammad Al Fahim Keerthi Ram Preejith S.P M. Sivaprakasam ViT MedIm 45 2 0 08 Aug 2023
Towards Fair and Privacy Preserving Federated Learning for the Healthcare Domain Navya Annapareddy Yingzheng Liu Judy Fox OOD 57 2 0 03 Aug 2023
One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction Zehao Wang Xiaotong Yu Chengyan Wang Weibo Chen Jiazheng Wang ... C. Cai Zhongze Chen D. Guo Guang Yang X. Qu AI4CE 118 14 0 25 Jul 2023
Learning Provably Robust Estimators for Inverse Problems via Jittering Anselm Krainovic Mahdi Soltanolkotabi Reinhard Heckel OOD 50 7 0 24 Jul 2023
Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks Sriprabha Ramanarayanan Arun Palla Keerthi Ram M. Sivaprakasam 70 11 0 13 Jul 2023
Dual Arbitrary Scale Super-Resolution for Multi-Contrast MRI Jiamiao Zhang Yichen Chi Jun Lyu Wenming Yang Yapeng Tian MedIm SupR 59 8 0 05 Jul 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 93 3 0 26 Jun 2023
CDiffMR: Can We Replace the Gaussian Noise with K-Space Undersampling for Fast MRI? Jiahao Huang Angelica Aviles-Rivero Carola-Bibiane Schönlieb Guang Yang DiffM MedIm 64 15 0 25 Jun 2023
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis Divyam Madaan D. Sodickson K. Cho S. Chopra OOD MedIm 73 1 0 23 Jun 2023
Attention Hybrid Variational Net for Accelerated MRI Reconstruction Guoyao Shen Boran Hao Mengyu Li Chad W. Farris I. Paschalidis Stephan W. Anderson Xinyu Zhang 62 4 0 21 Jun 2023
CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI Reconstruction Liping Zhang Xiaobo Li Weitian Chen 67 5 0 20 Jun 2023
Prodigy: An Expeditiously Adaptive Parameter-Free Learner Konstantin Mishchenko Aaron Defazio ODL 99 65 0 09 Jun 2023
Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models Sriram Ravula Brett Levac A. Jalal Jonathan I. Tamir A. Dimakis DiffM MedIm 60 16 0 05 Jun 2023
Image Reconstruction for Accelerated MR Scan with Faster Fourier Convolutional Neural Networks Xiaohan Liu Yanwei Pang Xuebin Sun Yiming Liu Yonghong Hou Zhenchang Wang Xuelong Li MedIm 45 4 0 05 Jun 2023
Cross-Modal Vertical Federated Learning for MRI Reconstruction Yu-bao Yan Hong Wang Yawen Huang Nanjun He Lei Zhu Yuexiang Li Yong Xu Yefeng Zheng OOD FedML 107 22 0 05 Jun 2023
Introduction to Latent Variable Energy-Based Models: A Path Towards Autonomous Machine Intelligence Anna Dawid Yann LeCun DRL 104 31 0 05 Jun 2023
A Conditional Normalizing Flow for Accelerated Multi-Coil MR Imaging Jeffrey Wen Rizwan Ahmad Philip Schniter MedIm 75 9 0 02 Jun 2023