Title
MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning Hwihun Jeong S. Chun Jongho Lee 72 2 0 16 Sep 2024
MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI Tobit Klug Kun Wang Stefan Ruschke Reinhard Heckel MedIm 108 2 0 14 Sep 2024
TC-KANRecon: High-Quality and Accelerated MRI Reconstruction via Adaptive KAN Mechanisms and Intelligent Feature Scaling Ruiquan Ge Xiao Yu Yifei Chen Fan Jia Shenghao Zhu ... Dong Zeng Dong Zeng Qiegen Liu S. Niu Shanzhou Niu MedIm 99 3 0 11 Aug 2024
LSST: Learned Single-Shot Trajectory and Reconstruction Network for MR Imaging H. Aggarwal Sudhanya Chatterjee D. Shanbhag Uday Patil K.V.S. Hari 123 0 0 08 Aug 2024
SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention Shaoming Zheng Yinsong Wang Siyi Du Chen Qin 54 0 0 06 Aug 2024
Robust Simultaneous Multislice MRI Reconstruction Using Deep Generative Priors Shoujin Huang Guanxiong Luo Yuwan Wang Kexin Yang Lingyan Zhang ... Hua Guo Min Wang Mengye Lyu Lingyan Zhang Mengye Lyu MedIm 103 1 0 31 Jul 2024
Segmentation-guided MRI reconstruction for meaningfully diverse reconstructions Jan Nikolas Morshuis Matthias Hein Christian F. Baumgartner 57 0 0 25 Jul 2024
Non-Asymptotic Uncertainty Quantification in High-Dimensional Learning Frederik Hoppe C. M. Verdun Hannah Laus Felix Krahmer Holger Rauhut UQCV 87 1 0 18 Jul 2024
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems Hyungjin Chung Jong Chul Ye DiffM 110 7 0 15 Jul 2024
Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling Noam Elata T. Michaeli Michael Elad DiffM MedIm 62 9 0 11 Jul 2024
Accelerated Proton Resonance Frequency-based Magnetic Resonance Thermometry by Optimized Deep Learning Method Sijie Xu Shenyan Zong Chang-Sheng Mei Guofeng Shen Yueran Zhao He Wang AI4CE 75 1 0 03 Jul 2024
IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural Representations Ziad Al-Haj Hemidi Christian Weihsbach Mattias P. Heinrich 48 1 0 03 Jul 2024
Highly Accelerated MRI via Implicit Neural Representation Guided Posterior Sampling of Diffusion Models Jiayue Chu Chenhe Du Xiyue Lin Yuyao Zhang Hongjiang Wei MedIm DiffM 69 2 0 03 Jul 2024
The MRI Scanner as a Diagnostic: Image-less Active Sampling Yuning Du R. Dharmakumar Sotirios A. Tsaftaris 62 2 0 24 Jun 2024
On Instabilities of Unsupervised Denoising Diffusion Models in Magnetic Resonance Imaging Reconstruction T. Han S. Nebelung Firas Khader Jakob Nikolas Kather Daniel Truhn MedIm DiffM 62 1 0 23 Jun 2024
Active Diffusion Subsampling Oisin Nolan Tristan S. W. Stevens Wessel L. van Nierop Ruud J. G. van Sloun DiffM MedIm 108 3 0 20 Jun 2024
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics Weitong Zhang Chengqi Zang Liu Li Sarah Cechnicka Cheng Ouyang Bernhard Kainz DiffM 57 2 0 19 Jun 2024
Enhance the Image: Super Resolution using Artificial Intelligence in MRI Ziyu Li Zihan Li Haoxiang Li Q. Fan Karla L. Miller Wenchuan Wu Akshay Chaudhari Qiyuan Tian SupR MedIm 82 0 0 19 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 221 42 0 17 Jun 2024
Highly Versatile FPGA-Implemented Cyber Coherent Ising Machine T. Aonishi Tatsuya Nagasawa Toshiyuki Koizumi M. Gunathilaka Kazushi Mimura Masato Okada Satoshi Kako Yoshihisa Yamamoto AI4CE 31 1 0 08 Jun 2024
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction Chen-Yu Yen Raghav Singhal Umang Sharma Rajesh Ranganath S. Chopra Lerrel Pinto 54 2 0 06 Jun 2024
Simulating, Fast and Slow: Learning Policies for Black-Box Optimization F. V. Massoli Tim Bakker Thomas M. Hehn Tribhuvanesh Orekondy Arash Behboodi 105 0 0 06 Jun 2024
A study on the adequacy of common IQA measures for medical images Anna Breger Clemens Karner Ian Selby J. Gröhl Sören Dittmer ... Timothy J Sadler Shahab Shahipasand Arthikkaa Thavakumar Michael Roberts Carola-Bibiane Schönlieb 67 8 0 29 May 2024
A study of why we need to reassess full reference image quality assessment with medical images Anna Breger A. Biguri Malena Sabaté Landman Ian Selby Nicole Amberg ... Lipeng Ning Sören Dittmer Michael Roberts AIX-COVNET Collaboration Carola-Bibiane Schönlieb 69 6 0 29 May 2024
Task-Driven Uncertainty Quantification in Inverse Problems via Conformal Prediction Jeffrey Wen Rizwan Ahmad Philip Schniter 82 2 0 28 May 2024
Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework Zhifeng Chen Kamlesh Pawar Kh Tohidul Islam Himashi Peiris Gary Egan Zhaolin Chen MedIm 3DV 18 0 0 28 May 2024
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba Jiahao Huang Liutao Yang Fanwen Wang Yang Nan Weiwen Wu ... Kuangyu Shi Angelica I. Aviles-Rivero Carola-Bibiane Schönlieb Daoqiang Zhang Guang Yang Mamba 68 0 0 27 May 2024
The Road Less Scheduled Aaron Defazio Xingyu Yang Yang Harsh Mehta Konstantin Mishchenko Ahmed Khaled Ashok Cutkosky 120 60 0 24 May 2024
Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction Yuyang Xue Jingshuai Liu Jingyu Sun Sotirios A. Tsaftaris MU 67 2 0 24 May 2024
Learning Diffusion Priors from Observations by Expectation Maximization François Rozet Gérome Andry F. Lanusse Gilles Louppe DiffM 112 18 0 22 May 2024
DP-MDM: Detail-Preserving MR Reconstruction via Multiple Diffusion Models Mengxiao Geng Jiahao Zhu Xiaolin Zhu Qiqing Liu Dong Liang Qiegen Liu MedIm 80 4 0 09 May 2024
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction Yue Cai Yu Luo Jie Ling Shun Yao 80 2 0 09 May 2024
ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems Rafael Orozco Ali Siahkoohi M. Louboutin Felix J. Herrmann 72 2 0 08 May 2024
Score-based Generative Priors Guided Model-driven Network for MRI Reconstruction Xiaoyu Qiao Weisheng Li Bin Xiao Yuping Huang Lijian Yang DiffM 86 3 0 05 May 2024
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts Han Cui A. D. Goyeneche Efrat Shimron Boyuan Ma Michael Lustig 109 0 0 01 May 2024
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging D. Karkalousos Ivana Išgum Henk A. Marquering M. Caan 70 0 0 30 Apr 2024
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models Emmanuelle Bourigault Abdullah Hamdi Amir Jamaludin MedIm 126 2 0 30 Apr 2024
Improving Multi-Center Generalizability of GAN-Based Fat Suppression using Federated Learning Pranav Kulkarni Adway U. Kanhere Harshita Kukreja Vivian Zhang Paul H. Yi Vishwa S. Parekh MedIm AI4CE 54 0 0 10 Apr 2024
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution Guangyuan Li Chen Rao Juncheng Mo Zhanjie Zhang Wei Xing Lei Zhao MedIm 81 24 0 07 Apr 2024
NPB-REC: A Non-parametric Bayesian Deep-learning Approach for Undersampled MRI Reconstruction with Uncertainty Estimation Samah Khawaled Moti Freiman UQCV 64 3 0 06 Apr 2024
Bi-level Guided Diffusion Models for Zero-Shot Medical Imaging Inverse Problems Hossein Askari Fred Roosta Hongfu Sun MedIm DiffM 76 3 0 04 Apr 2024
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2 Yiwei Chen Chao Tang Amir Aghabiglou Chung San Chu Yves Wiaux 45 1 0 26 Mar 2024
Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes Tianwei Zhang Dong Wei Mengmeng Zhua Shi Gu Yefeng Zheng SSL 65 0 0 25 Mar 2024
RadCLIP: Enhancing Radiologic Image Analysis through Contrastive Language-Image Pre-training Zhixiu Lu Hailong Li N. Parikh Jonathan R. Dillman Lili He MedIm VLM 129 1 0 15 Mar 2024
Decoupled Data Consistency with Diffusion Purification for Image Restoration Xiang Li Soo Min Kwon Ismail Alkhouri S. Ravishankar Qing Qu DiffM 131 0 0 10 Mar 2024
DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction Ziqi Gao Yue Zhang Xinwen Liu Kaiyan Li S. Kevin Zhou 74 1 0 08 Mar 2024
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRI Shoujin Huang Guanxiong Luo Xi Wang Ziran Chen Yuwan Wang Huaishui Yang Pheng-Ann Heng Lingyan Zhang Mengye Lyu 88 5 0 08 Mar 2024
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation Jiahao Huang Liutao Yang Fanwen Wang Yang Nan Angelica I. Aviles-Rivero Carola-Bibiane Schönlieb Daoqiang Zhang Guang Yang Mamba 99 14 0 28 Feb 2024
Probabilistic Bayesian optimal experimental design using conditional normalizing flows Rafael Orozco Felix J. Herrmann Peng Chen 73 6 0 28 Feb 2024
NeRF Solves Undersampled MRI Reconstruction Tae Jun Jang Chang Min Hyun 56 3 0 20 Feb 2024