Di Guo

Xiamen University — China

Medicine · Health Sciences

31h-index3.8kcitations133works1.92yr avg

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Research Topics

Advanced MRI Techniques and Applications(69), Sparse and Compressive Sensing Techniques(57), NMR spectroscopy and applications(28), Image and Signal Denoising Methods(24), Medical Imaging Techniques and Applications(20)

Publications133 total

Fast three-dimensional NMR spectroscopy reconstruction based on Hankel matrix with two-directional sliding windows

Magnetic Resonance Letters·2025Open Access

Scalable deep learning reconstruction for accelerated multidimensional nuclear magnetic resonance spectroscopy of proteins

Science Advances·2025Open Access

CloudBrain-ReconAI: A Cloud Computing Platform for Online MRI Reconstruction and Radiologists' Image Quality Evaluation

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025

Rank-One-Approximated Decomposition for N-dimensional NMR Spectroscopy Reconstruction with Physical Intelligent Neural Network

MegaNet: Physical Intelligent Metabolite Quantification from Edited Magnetic Resonance Spectra with Synthetic Data Learning

Multi-vendor physical intelligent network for accurate quantification of magnetic resonance spectroscopy metabolites

Reproducibility assessment of magnetic resonance spectroscopy of pregenual anterior cingulate cortex across sessions and vendors via the cloud computing platform CloudBrain-MRS

NeuroImage·2025Open Access

A Dynamics Theory of RMSProp-Based Implicit Regularization in Deep Low-Rank Matrix Factorization

1 cited

IEEE Transactions on Neural Networks and Learning Systems·2025· 1 cited

Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI

4 cited

IEEE Transactions on Biomedical Engineering·2025· 4 cited

Improve robustness to mismatched sampling rate: An alternating deep low-rank approach for exponential function reconstruction and its biomedical magnetic resonance applications

1 cited

Journal of Magnetic Resonance·2025· 1 cited

One for multiple: Physics-informed synthetic data boosts generalizable deep learning for fast MRI reconstruction

6 cited

Medical Image Analysis·2025· 6 cited

Fast and ultra-high shot diffusion MRI image reconstruction with self-adaptive Hankel subspace

3 cited

Medical Image Analysis·2025· 3 cited

An artificially intelligent magnetic resonance spectroscopy quantification method: Comparison between QNet and LCModel on the cloud computing platform CloudBrain-MRS

arXiv (Cornell University)·2025Open Access

Reproducibility Assessment of Magnetic Resonance Spectroscopy of Pregenual Anterior Cingulate Cortex across Sessions and Vendors via the Cloud Computing Platform CloudBrain-MRS

arXiv (Cornell University)·2025Open Access

Conditional Diffusion Model for Electrical Impedance Tomography

arXiv (Cornell University)·2025Open Access

Dmia: Dynamic Multi-Interest Modeling for Improved Aggregation in Graph Convolutional Networks for Recommendation Systems

SSRN Electronic Journal·2025Open Access

An Artificially Intelligent Magnetic Resonance Spectroscopy Quantification Method: Comparison between Qnet and Lcmodel on the Cloud Computing Platform Cloudbrain-Mrs

SSRN Electronic Journal·2025Open Access

NMR Spectra Denoising With Vandermonde Constraints

IEEE Transactions on Instrumentation and Measurement·2025

Enhancing Text-to-Image Generation with Diversity Regularization and Fine-Grained Supervision

Highlights in Science Engineering and Technology·2024Open Access

Cardiac Cine MRI with Dimension-Reduced Deep Separable Spatiotemporal Learning

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Frequent Co-authors

Xiaobo Qu(48), Zhong Chen(22), Hengfa Lu(8), Jian‐Feng Cai(7), Yunsong Liu(7), Zi Wang(7), Xinlin Zhang(7), Yihui Huang(6), Tianyu Qiu(6), Xiaofeng Du(5), Zhifang Zhan(5), Zongying Lai(5), Vladislav Orekhov(4), Jiaxi Ying(4), Changwei Hu(4), Qin Xu(4), Xi Peng(4), Jianzhong Lin(4), Yonggui Yang(3), Shuhui Cai(3)