Hua-Feng Liu

Most-cited papers

Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy
Min Guo, Yi-Cong Wu, C. Hobson, Yi-Jun Su +22 more
2023bioRxiv56 citations Open access
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Direct reconstruction for simultaneous dual-tracer PET imaging based on multi-task learning
Fuzhen Zeng, Jing-Wan Fang, Amanjule Muhashi, Hua-Feng Liu
2023EJNMMI Research22 citations Open access
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Transformer-CNN hybrid network for improving PET time of flight prediction
Xu-Hui Feng, Amanjule Muhashi, Yuya Onishi, Ryosuke Ota +1 more
2024Physics in Medicine and Biology13 citations Open access
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Anatomically Guided PET Image Reconstruction Using Conditional Weakly-Supervised Multi-Task Learning Integrating Self-Attention
Bao Yang, Kuang Gong, Hua-Feng Liu, Quanzheng Li +1 more
2024IEEE Transactions on Medical Imaging13 citations
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Dynamic low-count PET image reconstruction using spatio-temporal primal dual network
Rui Hu, Jianan Cui, Chenxu Li, Cheng-Jin Yu +2 more
2023Physics in Medicine and Biology12 citations Open access
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Enhancing Coincidence Time Resolution of PET detectors using short-time Fourier transform and residual neural network
Amanjule Muhashi, Xu-Hui Feng, Yuya Onishi, Ryosuke Ota +1 more
2024Nuclear Instruments and Methods in Physics Research Section A : Accelerators, Spectrometers, Detectors and Associated Equipment11 citations
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EGCNet: a hierarchical graph convolutional neural network for improved classification of electrocardiograms
Jianhui Peng, Ao Ran, Cheng-Jin Yu, Hua-Feng Liu
2024EURASIP Journal on Advances in Signal Processing11 citations Open access
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Signal separation of simultaneous dual-tracer PET imaging based on global spatial information and channel attention
Jing-Wan Fang, Fuzhen Zeng, Hua-Feng Liu
2024EJNMMI Physics9 citations Open access
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DULDA: Dual-domain Unsupervised Learned Descent Algorithm for PET image reconstruction
Rui Hu, Yunmei Chen, Kyung Sang Kim, M. Rockenbach +2 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention9 citations Open access
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Volumetric imaging of the 3D orientation of cellular structures with a polarized fluorescence light-sheet microscope
Talon Chandler, Min Guo, Yi-Jun Su, Ji-Ji Chen +14 more
2025Proceedings of the National Academy of Sciences of the United States of America8 citations Open access
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Frequency-Enhanced Geometric-Constrained Reconstruction for Localizing Myocardial Infarction in 12-Lead Electrocardiograms
Shichang Lian, Zhi-Fan Gao, Hui Wang, Xiujian Liu +3 more
2024IEEE Transactions on Biomedical Engineering8 citations
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IE-CycleGAN: improved cycle consistent adversarial network for unpaired PET image enhancement
Jianan Cui, Yi Luo, Dong-He Chen, Kuang-Yu Shi +2 more
2024European Journal of Nuclear Medicine and Molecular Imaging7 citations
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A Spatial-Temporally Adaptive PINN Framework for 3D Bi-Ventricular Electrophysiological Simulations and Parameter Inference
Yu-Bo Ye, Hua-Feng Liu, Xia-Jun Jiang, Maryam Toloubidokhti +1 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention7 citations
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Joint spatio-temporal features constrained self-supervised electrocardiogram representation learning
Ao Ran, Hua-Feng Liu
2023Biomedical Engineering Letters6 citations Open access
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LMPDNET: TOF-PET List-Mode Image Reconstruction Using Model-Based Deep Learning Method
Chenxu Li, Jing-Wan Fang, Rui Hu, Jianan Cui +1 more
2023International Conference on Information Photonics6 citations
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MIMOSA: Multi‐Parametric Imaging Using Multiple‐Echoes With Optimized Simultaneous Acquisition for Highly‐Efficient Quantitative MRI
Yu-Ting Chen, Yohan Jun, Amir Heydari, Xing-Wang Yong +7 more
2025Magnetic Resonance in Medicine5 citations
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偏振荧光显微成像技术及研究进展（特邀）
Ming-Zhe Wei, Jun-Yu Liu, Min Guo, Hua-Feng Liu
2024Laser & Optoelectronics Progress5 citations
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Deep unrolled primal dual network for TOF-PET list-mode image reconstruction
Rui Hu, Chenxu Li, Kun Tian, Jianan Cui +2 more
2024Physics in Medicine and Biology5 citations Open access
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Temporal Image Sequence Separation in Dual-Tracer Dynamic PET With an Invertible Network
Chuanfu Sun, Bin Huang, Jie Sun, Yangfan Ni +4 more
2024IEEE Transactions on Radiation and Plasma Medical Sciences5 citations
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Enhanced intersubject similarity in functional connectivity by long-term abacus training.
Yi Zhang, Tian-Yong Xu, Xiao Han, Yanjie Wang +3 more
2023Cerebral Cortex5 citations
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IMREPET: Implicit Neural Representation for Unsupervised Dynamic PET Reconstruction
Kai-Long Fan, Yu-Bo Ye, Hua-Feng Liu, Lin-Wei Wang
2025International Conference on Medical Image Computing and Computer-Assisted Intervention4 citations
Semantic Scholar
HD2Net: A Deep Learning Framework for Simultaneous Denoising and Deaberration in Fluorescence Microscopy
Xuekai Hou, Yue Li, C. Hobson, Hari Shroff +2 more
2025bioRxiv4 citations Open access
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On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution
Yu-Bo Ye, Maryam Toloubidokhti, Sumeet Vadhavkar, Xia-Jun Jiang +2 more
2024Neural Information Processing Systems4 citations Open access
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Predicting time-of-flight with Cerenkov light in BGO: a three-stage network approach with multiple timing kernels prior
Xu-Hui Feng, Heng-Jia Ran, Hua-Feng Liu
2024Physics in Medicine and Biology4 citations
Semantic Scholar
Deep dual-domain-based framework for PET image reconstruction
Xinrui Gao, Yunmei Chen, Rui Hu, Mengrui Chen +1 more
2024Medical Imaging4 citations
Semantic Scholar
Research status of cardiac image segmentation based on deep learning
Jian-Tao Zeng, He-Ye Zhang, Hua-Feng Liu
2023Journal of Image and Graphics4 citations Open access
Semantic Scholar
Direct reconstruction and separation for triple-tracer PET imaging based on three-dimensional encoder-decoder network
Chunxia Wang, Jing-Wan Fang, Hua-Feng Liu
2023Medical Imaging4 citations
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Using the coefficient of determination to identify injury regions after stroke in pre-clinical FDG-PET images
Wu-Xian He, Hong-Tu Tang, Jia Li, Xiao-Yan Shen +4 more
2024Comput. Biol. Medicine3 citations
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CRLB-Based Optimization for Combined FISP and PSIF MR Fingerprinting
Shi-Zhuo Li, Hui-Hui Ye, Hua-Feng Liu
2024IEEE International Symposium on Biomedical Imaging3 citations
Semantic Scholar
Glioblastoma Tumor Segmentation using an Ensemble of Vision Transformers
Hua-Feng Liu, Benjamin Dowdell, Todd Engelder, Zarah Pulmano +2 more
2023arXiv.org3 citations
Semantic Scholar
Manifold-Constrained PET Image Reconstruction with Flow-Matching Priors via ADMM
Heng-Jia Ran, Hua-Feng Liu, Bo Zhao
20262026 IEEE Conference on Computational Imaging Using Synthetic Apertures (CISA)2 citations
Semantic Scholar
Omni-QALAS: Optimized Multiparametric Imaging for Simultaneous $T_{1}$, $T_{2}$ and Myelin Water Mapping.
Shi-Zhuo Li, U. D. Gallastegi, Shohei Fujita, Yu-Ting Chen +12 more
2025IEEE transactions on bio-medical engineering2 citations Open access
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LM-SPD-Net: list-mode TOF-PET image reconstruction using stochastic primal-dual network
Kun Tian, Rui Hu, Zhenrong Zheng, Yunmei Chen +1 more
2025Medical Imaging2 citations
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MIMOSA: Multi-parametric Imaging using Multiple-echoes with Optimized Simultaneous Acquisition for highly-efficient quantitative MRI.
Yu-Ting Chen, Yohan Jun, Amir Heydari, Xing-Wang Yong +7 more
2025arXiv.org2 citations
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Dynamic PET image reconstruction using deep physiology prior
Mengrui Chen, Rui Hu, Hua-Feng Liu
2024Medical Imaging2 citations
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List‐mode TOF‐PET 3D image reconstruction using stochastic primal‐dual network
Kun Tian, Rui Hu, Yiming Wan, Zhenrong Zheng +2 more
2026Medical Physics (Lancaster)1 citations
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oDual‐MRF: An Optimized Dual‐Alternating MR Fingerprinting Sequence
Shi-Zhuo Li, Bo Zhao, Peng-Cheng Xu, Yu-Ting Chen +2 more
2026Magnetic Resonance in Medicine1 citations
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Combined myocardial motion and texture characterisation methods for the phenotyping of scarred myocardium
Yaming Wang, Daiguo Yang, Cai-Ling Pu, Xiaowei Ruan +6 more
2026Expert systems with applications1 citations Open access
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Universal RL-INR: A Batch-Trained Implicit Neural Representation for Unsupervised Temporal Deconvolution in TOF-PET
Xu-Hui Feng, Chengkai He, Yuya Onishi, Ryosuke Ota +1 more
2026IEEE International Symposium on Biomedical Imaging1 citations
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Dynamic PET Image Reconstruction Using Kalman Inspired Network
Mengrui Chen, Heng-Jia Ran, Yiming Wan, Ao Ran +2 more
2026IEEE Transactions on Radiation and Plasma Medical Sciences1 citations
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Bayesian Pet Reconstruction with Learned Normalizing Flow Priors
Heng-Jia Ran, Yuxuan Lin, Hua-Feng Liu, Bo Zhao
2026IEEE International Symposium on Biomedical Imaging1 citations
Semantic Scholar
Bayesian PET Reconstruction with Learned Flow Matching Priors via Langevin Sampling
Heng-Jia Ran, Hua-Feng Liu, Bo Zhao
2026Image, Video, and Multidimensional Signal Processing Workshop1 citations
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Glioblastoma tumor segmentation using an ensemble of vision transformers
Hua-Feng Liu, Benjamin Dowdell, Todd Engelder, Zarah Pulmano +2 more
2025Medical Imaging 2025: Computer-Aided Diagnosis1 citations Open access
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Using rotational integration of oblique interferometric scattering (RO-iSCAT) to track axial spatiotemporal responses of membrane protrusions
Jun-Yu Liu, Y. Lim, David Herrmann, P. Timpson +4 more
2025bioRxiv1 citations Open access
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LM-LDA: Learned Descent Algorithm for List-Mode TOF-PET Image Reconstruction
Kun Tian, Rui Hu, Xiaowen Wang, Yunmei Chen +1 more
2025IEEE International Symposium on Biomedical Imaging1 citations
Semantic Scholar
Physiology and Geometry-Informed Deep Learning Framework for 12-Lead ECG Cardiac Transmembrane Potential recovery
Shujin Hu, Hua-Feng Liu, Hui-Hui Ye
20242024 the 8th International Conference on Innovation in Artificial Intelligence1 citations
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12-Lead ECG-Driven Cardiac TMP Recovery VIA a Joint Physiological Model
Shujin Hu, Hui-Hui Ye, Hua-Feng Liu
2024IEEE International Symposium on Biomedical Imaging1 citations
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Hybrid Kinetics Embedding Framework for Dynamic PET Reconstruction
Yu-Bo Ye, Hua-Feng Liu, Lin-Wei Wang
20241 citations
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Neural network aided extended Kalman filtering for inverse imaging of cardiac transmembrane potential
Ao Ran, Shujin Hu, Xufeng Huang, Liu-Liu Quan +2 more
2024Physics in Medicine and Biology1 citations Open access
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ListmodeCNN: deep learning-based PET list-mode image reconstruction
Rui Hu, Yingying Li, Hua-Feng Liu
2023Medical Imaging1 citations
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