Hongfu Sun

30 papers A 1Journal 27Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting.
CoRR
Tianyi Ding, Hongli Chen, Yang Gao, Zhuang Xiong, Feng Liu, Martijn A. Cloos, Hongfu Sun
2025 J jnl
DIP-UP: Deep Image Prior for Unwrapping Phase.
Inf.
Xuanyu Zhu, Yang Gao, Zhuang Xiong, Wei Jiang, Feng Liu, Hongfu Sun
2025 — conf
GateFuseNet: An Adaptive 3D Multimodal Neuroimaging Fusion Network for Parkinson's Disease Diagnosis.
BIBM
Rui Jin, Chen Chen, Yin Liu, Peng Wu, Hongfu Sun, Ruiqing Zheng, Min Zeng, Min Li, Yang Gao
2025 J jnl
GateFuseNet: An Adaptive 3D Multimodal Neuroimaging Fusion Network for Parkinson's Disease Diagnosis.
CoRR
Rui Jin, Chen Chen, Yin Liu, Hongfu Sun, Min Zeng, Min Li, Yang Gao
2025 J jnl
Latent Refinement via Flow Matching for Training-free Linear Inverse Problem Solving.
CoRR
Hossein Askari, Yadan Luo, Hongfu Sun, Fred Roosta
2025 J jnl
MRF-Mixer: A Simulation-Based Deep Learning Framework for Accelerated and Accurate Magnetic Resonance Fingerprinting Reconstruction.
Inf.
Tianyi Ding, Yang Gao, Zhuang Xiong, Feng Liu, Martijn A. Cloos, Hongfu Sun
2025 J jnl
SAMRI: Segment Anything Model for MRI.
CoRR
Zhao Wang, Wei Dai, Thuy Thanh Dao, Steffen Bollmann, Hongfu Sun, Craig Engstrom, Shekhar S. Chandra
2025 A conf
Training-free Medical Image Inverses via Bi-level Guided Diffusion Models.
WACV
Hossein Askari, Fred Roosta, Hongfu Sun
2024 J jnl
Bi-level Guided Diffusion Models for Zero-Shot Medical Imaging Inverse Problems.
CoRR
Hossein Askari, Fred Roosta, Hongfu Sun
2024 — conf
Fast Controllable Diffusion Models for Undersampled MRI Reconstruction.
ISBI
Wei Jiang, Zhuang Xiong, Feng Liu, Nan Ye, Hongfu Sun
2024 J jnl
IR2QSM: Quantitative Susceptibility Mapping via Deep Neural Networks with Iterative Reverse Concatenations and Recurrent Modules.
CoRR
Min Li, Chen Chen, Zhuang Xiong, Ying Liu, Pengfei Rong, Shanshan Shan, Feng Liu, Hongfu Sun, Yang Gao
2024 J jnl
MH2AFormer: An Efficient Multiscale Hierarchical Hybrid Attention With a Transformer for Bladder Wall and Tumor Segmentation.
IEEE J. Biomed. Health Informatics
Xiang Li, Jian Wang, Haifeng Wei, Jinyu Cong, Hongfu Sun, Pingping Wang, Benzheng Wei
2024 J jnl
Plug-and-Play latent feature editing for orientation-adaptive quantitative susceptibility mapping neural networks.
Medical Image Anal.
Yang Gao, Zhuang Xiong, Shanshan Shan, Yin Liu, Pengfei Rong, Min Li, Alan H. Wilman, G. Bruce Pike, Feng Liu, Hongfu Sun
2024 J jnl
QSMDiff: Unsupervised 3D Diffusion Models for Quantitative Susceptibility Mapping.
CoRR
Zhuang Xiong, Wei Jiang, Yang Gao, Feng Liu, Hongfu Sun
2024 J jnl
Quantitative susceptibility mapping through model-based deep image prior (MoDIP).
NeuroImage
Zhuang Xiong, Yang Gao, Yin Liu, Amir Fazlollahi, Peter J. Nestor, Feng Liu, Hongfu Sun
2023 J jnl
Affine transformation edited and refined deep neural network for quantitative susceptibility mapping.
NeuroImage
Zhuang Xiong, Yang Gao, Feng Liu, Hongfu Sun
2023 J jnl
Fast Controllable Diffusion Models for Undersampled MRI Reconstruction.
CoRR
Wei Jiang, Zhuang Xiong, Feng Liu, Nan Ye, Hongfu Sun
2023 J jnl
MM-SFENet: Multi-scale Multi-task Localization and Classification of Bladder Cancer in MRI with Spatial Feature Encoder Network.
CoRR
Yu Ren, Guoli Wang, Pingping Wang, Kunmeng Liu, Quanjin Liu, Hongfu Sun, Xiang Li, Benzheng Wei
2023 J jnl
MapFlow: latent transition via normalizing flow for unsupervised domain adaptation.
Mach. Learn.
Hossein Askari, Yasir Latif, Hongfu Sun
2023 J jnl
Multi-scale MRI reconstruction via dilated ensemble networks.
CoRR
Wendi Ma, Marlon Bran Lorenzana, Wei Dai, Hongfu Sun, Shekhar S. Chandra
2023 J jnl
Quantitative Susceptibility Mapping through Model-based Deep Image Prior (MoDIP).
CoRR
Zhuang Xiong, Yang Gao, Yin Liu, Amir Fazlollahi, Peter J. Nestor, Feng Liu, Hongfu Sun
2022 J jnl
Affine Transformation Edited and Refined Deep Neural Network for Quantitative Susceptibility Mapping.
CoRR
Zhuang Xiong, Yang Gao, Feng Liu, Hongfu Sun
2022 J jnl
BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources.
CoRR
Xuanyu Zhu, Yang Gao, Feng Liu, Stuart Crozier, Hongfu Sun
2022 J jnl
Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networks.
NeuroImage
Yang Gao, Zhuang Xiong, Amir Fazlollahi, Peter J. Nestor, Viktor Vegh, Fatima A. Nasrallah, Craig D. Winter, G. Bruce Pike, Stuart Crozier, Feng Liu, Hongfu Sun
2021 J jnl
Accelerating quantitative susceptibility and R2* mapping using incoherent undersampling and deep neural network reconstruction.
NeuroImage
Yang Gao, Martijn A. Cloos, Feng Liu, Stuart Crozier, G. Bruce Pike, Hongfu Sun
2021 J jnl
Fengyun-3D/MERSI-II Cloud Thermodynamic Phase Determination Using a Machine-Learning Approach.
Remote. Sens.
Dexin Zhao, Lin Zhu, Hongfu Sun, Jun Li, Weishi Wang
2020 J jnl
Retrieving Volcanic Ash Top Height through Combined Polar Orbit Active and Geostationary Passive Remote Sensing Data.
Remote. Sens.
Weiren Zhu, Lin Zhu, Jun Li, Hongfu Sun
2018 J jnl
Whole head quantitative susceptibility mapping using a least-norm direct dipole inversion method.
NeuroImage
Hongfu Sun, Yuhan Ma, M. Ethan MacDonald, G. Bruce Pike
2017 J jnl
Deep grey matter iron accumulation in alcohol use disorder.
NeuroImage
Michal Juhás, Hongfu Sun, Matthew R. G. Brown, Marnie B. MacKay, Karl F. Mann, Wolfgang H. Sommer, Alan H. Wilman, Serdar M. Dursun, Andrew J. Greenshaw
2015 J jnl
Validation of quantitative susceptibility mapping with Perls' iron staining for subcortical gray matter.
NeuroImage
Hongfu Sun, Andrew J. Walsh, R. Marc Lebel, Gregg Blevins, Ingrid Catz, Jian-Qiang Lu, Edward S. Johnson, Derek J. Emery, Kenneth G. Warren, Alan H. Wilman