v1v2v3 (latest)

Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance

IEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2022

21 March 2022

Papers citing "Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance"

22 / 22 papers shown

Title
Robust High-Resolution Multi-Organ Diffusion MRI Using Synthetic-Data-Tuned Prompt Learning Chen Qian Haoyu Zhang Junnan Ma Liuhong Zhu Qingrui Cai ... Jianhua Wang Di Guo Hai Zhong Jianjun Zhou X. Qu OOD MedIm 72 0 0 17 Oct 2025
PALo: Learning Posture-Aware Locomotion for Quadruped Robots Xiangyu Miao Jun Sun Hang Lai Xinpeng Di Jiahang Cao Yong Yu Weinan Zhang 252 0 0 06 Mar 2025
Reproducibility Assessment of Magnetic Resonance Spectroscopy of Pregenual Anterior Cingulate Cortex across Sessions and Vendors via the Cloud Computing Platform CloudBrain-MRSNeuroImage (NeuroImage), 2025 Runhan Chen Meijin Lin Jianshu Chen L. Lin Jiazheng Wang ... Shaoxing Liu Yuan Long Di Guo X. Qu Haiwei Han 152 0 0 06 Mar 2025
Bridging Synthetic-to-Real Gaps: Frequency-Aware Perturbation and Selection for Single-shot Multi-Parametric Mapping Reconstruction Linyu Fan Che Wang Ming Ye Qizhi Yang Zejun Wu Xinghao Ding Yue Huang Jianfeng Bao S. Cai C. Cai MedIm 483 0 0 05 Mar 2025
Single Exposure Quantitative Phase Imaging with a Conventional Microscope using Diffusion ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 Gabriel della Maggiora L. Croquevielle Harry Horsley Thomas Heinis Artur Yakimovich MedIm 157 1 0 06 Jun 2024
Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI Yirong Zhou Chengyan Wang Mengtian Lu Kunyuan Guo Zi Wang ... Liuhong Zhu Jianjun Zhou Congbo Cai He Wang Xiaobo Qu 285 1 0 17 May 2024
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI Zi Wang Min Xiao Yirong Zhou Chengyan Wang Naiming Wu ... Congbo Cai He Wang D. Guo Guang Yang Xiaobo Qu 267 10 0 24 Feb 2024
Quantitative Analysis of Molecular Transport in the Extracellular Space Using Physics-Informed Neural Network Jiayi Xie Hongfeng Li Jin Cheng Qingrui Cai Hanbo Tan Lingyun Zu Xiaobo Qu Hongbin Han 294 5 0 23 Jan 2024
Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial IntelligenceMagnetic Resonance Letters (MRL), 2023 Yirong Zhou Yanhuang Wu Yuhan Su Jing Li Jianyun Cai Yongfu You D. Guo X. Qu 238 7 0 18 Oct 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 250 5 0 30 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 187 0 0 13 Sep 2023
CloudBrain-NMR: An Intelligent Cloud Computing Platform for NMR Spectroscopy Processing, Reconstruction and AnalysisIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023 Di Guo Sijin Li Jun Liu Zhangren Tu Tianyu Qiu ... Donghai Lin Qing Hong Meijin Lin Yanqin Lin X. Qu 137 2 0 12 Sep 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 255 19 0 25 Jul 2023
Deep Learning of Crystalline Defects from TEM images: A Solution for the Problem of "Never Enough Training Data" Kishan Govind D. Oliveros A. Dlouhý M. Legros Stefan Sandfeld 118 10 0 12 Jul 2023
Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Macromolecular SignalIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2023 Dicheng Chen Meijin Lin Huiting Liu Jiayu Li Yirong Zhou ... Jing Li Jianzhong Lin Xi Chen D. Guo X. Qu 177 5 0 16 Jun 2023
Physics-Informed Computer Vision: A Review and PerspectivesACM Computing Surveys (ACM Comput. Surv.), 2023 C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 317 55 0 29 May 2023
Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks with Soft-ThresholdingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Chunyan Xiong Meng Lu Xiaotong Yu JIAN-PENG Cao Zhong Chen D. Guo X. Qu MLT 302 1 0 14 Apr 2023
A Dynamics Theory of Implicit Regularization in Deep Low-Rank Matrix Factorization JIAN-PENG Cao Chao Qian Yihui Huang Dicheng Chen Yuncheng Gao Jiyang Dong D. Guo X. Qu 329 1 0 29 Dec 2022
A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance ImagingIEEE journal of biomedical and health informatics (IEEE JBHI), 2022 Zehao Wang H. Fang Chen Qian Boxuan Shi L. Bao ... Jianjun Zhou Wenping Wei Jianzhong Lin D. Guo X. Qu 276 12 0 23 Oct 2022
Physics-informed Deep Diffusion MRI Reconstruction with Synthetic Data: Break Training Data Bottleneck in Artificial Intelligence Chen Qian Yuncheng Gao Mingyang Han Zi Wang Dan Ruan ... Meijin Lin D. Guo Jianjun Zhou Meiyun Wang Xiaobo Qu DiffM MedIm OOD 322 0 0 20 Oct 2022
One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI Zi Wang Chao Qian D. Guo Hongwei Sun Rushuai Li Bo Zhao X. Qu 191 59 0 09 Dec 2021
Magnetic Resonance Spectroscopy Deep Learning Denoising Using Few In Vivo Data Dicheng Chen Wanqi Hu Huiting Liu Yirong Zhou Tianyu Qiu ... Xi Chen Gen Yan D. Guo Jianzhong Lin X. Qu 265 1 0 26 Jan 2021