Hongfu Sun

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Diffusion Models

Affine Transform

Top Venues

Publications

Yang Gao, Zhuang Xiong, Shanshan Shan, Yin Liu, Pengfei Rong, Min Li, Alan H. Wilman, G. Bruce Pike, Feng Liu, Hongfu Sun
Plug-and-Play latent feature editing for orientation-adaptive quantitative susceptibility mapping neural networks. Medical Image Anal. 94 (2024)
Hossein Askari, Fred Roosta, Hongfu Sun
Bi-level Guided Diffusion Models for Zero-Shot Medical Imaging Inverse Problems. CoRR (2024)
Xiang Li, Jian Wang, Haifeng Wei, Jinyu Cong, Hongfu Sun, Pingping Wang, Benzheng Wei
MH2AFormer: An Efficient Multiscale Hierarchical Hybrid Attention With a Transformer for Bladder Wall and Tumor Segmentation. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Zhuang Xiong, Wei Jiang, Yang Gao, Feng Liu, Hongfu Sun
QSMDiff: Unsupervised 3D Diffusion Models for Quantitative Susceptibility Mapping. CoRR (2024)
Min Li, Chen Chen, Zhuang Xiong, Ying Liu, Pengfei Rong, Shanshan Shan, Feng Liu, Hongfu Sun, Yang Gao
IR2QSM: Quantitative Susceptibility Mapping via Deep Neural Networks with Iterative Reverse Concatenations and Recurrent Modules. CoRR (2024)
Zhuang Xiong, Yang Gao, Yin Liu, Amir Fazlollahi, Peter J. Nestor, Feng Liu, Hongfu Sun
Quantitative susceptibility mapping through model-based deep image prior (MoDIP). NeuroImage 291 (2024)
Yu Ren, Guoli Wang, Pingping Wang, Kunmeng Liu, Quanjin Liu, Hongfu Sun, Xiang Li, Benzheng Wei
MM-SFENet: Multi-scale Multi-task Localization and Classification of Bladder Cancer in MRI with Spatial Feature Encoder Network. CoRR (2023)
Hossein Askari, Yasir Latif, Hongfu Sun
MapFlow: latent transition via normalizing flow for unsupervised domain adaptation. Mach. Learn. 112 (8) (2023)
Wendi Ma, Marlon Bran Lorenzana, Wei Dai, Hongfu Sun, Shekhar S. Chandra
Multi-scale MRI reconstruction via dilated ensemble networks. CoRR (2023)
Wei Jiang, Zhuang Xiong, Feng Liu, Nan Ye, Hongfu Sun
Fast Controllable Diffusion Models for Undersampled MRI Reconstruction. CoRR (2023)
Zhuang Xiong, Yang Gao, Feng Liu, Hongfu Sun
Affine transformation edited and refined deep neural network for quantitative susceptibility mapping. NeuroImage 267 (2023)
Zhuang Xiong, Yang Gao, Yin Liu, Amir Fazlollahi, Peter J. Nestor, Feng Liu, Hongfu Sun
Quantitative Susceptibility Mapping through Model-based Deep Image Prior (MoDIP). CoRR (2023)
Yang Gao, Zhuang Xiong, Amir Fazlollahi, Peter J. Nestor, Viktor Vegh, Fatima Nasrallah, Craig Winter, G. Bruce Pike, Stuart Crozier, Feng Liu, Hongfu Sun
Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networks. NeuroImage 259 (2022)
Zhuang Xiong, Yang Gao, Feng Liu, Hongfu Sun
Affine Transformation Edited and Refined Deep Neural Network for Quantitative Susceptibility Mapping. CoRR (2022)
Xuanyu Zhu, Yang Gao, Feng Liu, Stuart Crozier, Hongfu Sun
BFRnet: A deep learning-based MR background field removal method for QSM of the brain containing significant pathological susceptibility sources. CoRR (2022)
Yang Gao, Martijn Cloos, Feng Liu, Stuart Crozier, G. Bruce Pike, Hongfu Sun
Accelerating quantitative susceptibility and R2* mapping using incoherent undersampling and deep neural network reconstruction. NeuroImage 240 (2021)
Dexin Zhao, Lin Zhu, Hongfu Sun, Jun Li, Weishi Wang
Fengyun-3D/MERSI-II Cloud Thermodynamic Phase Determination Using a Machine-Learning Approach. Remote. Sens. 13 (12) (2021)
Weiren Zhu, Lin Zhu, Jun Li, Hongfu Sun
Retrieving Volcanic Ash Top Height through Combined Polar Orbit Active and Geostationary Passive Remote Sensing Data. Remote. Sens. 12 (6) (2020)
Hongfu Sun, Yuhan Ma, M. Ethan MacDonald, G. Bruce Pike
Whole head quantitative susceptibility mapping using a least-norm direct dipole inversion method. NeuroImage 179 (2018)
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
Deep grey matter iron accumulation in alcohol use disorder. NeuroImage 148 (2017)
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
Validation of quantitative susceptibility mapping with Perls' iron staining for subcortical gray matter. NeuroImage 105 (2015)