Hongming Shan

Most-cited papers

DU-GAN: Generative Adversarial Networks With Dual-Domain U-Net-Based Discriminators for Low-Dose CT Denoising
Zhizhong Huang, Junping Zhang, Yi Zhang, Hongming Shan
2021IEEE Transactions on Instrumentation and Measurement269 citations Open access
Semantic Scholar
SPICE: Semantic Pseudo-Labeling for Image Clustering
Chuang Niu, Hongming Shan, Ge Wang
2021IEEE Transactions on Image Processing226 citations Open access
Semantic Scholar
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization
Q. Gao, Zilong Li, Junping Zhang, Yi Zhang +1 more
2023IEEE Transactions on Medical Imaging182 citations Open access
Semantic Scholar
Learning Representation for Clustering Via Prototype Scattering and Positive Sampling
Zhizhong Huang, Jie Chen, Junping Zhang, Hongming Shan
2021IEEE Transactions on Pattern Analysis and Machine Intelligence169 citations Open access
Semantic Scholar
Content-Noise Complementary Learning for Medical Image Denoising
Mufeng Geng, Xiang-Xi Meng, Jiang-Yuan Yu, Lei Zhu +12 more
2021IEEE Transactions on Medical Imaging158 citations
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Twin Contrastive Learning with Noisy Labels
Zhizhong Huang, Junping Zhang, Hongming Shan
2023Computer Vision and Pattern Recognition116 citations Open access
Semantic Scholar
Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition
Jiaxin Ye, Xin-Cheng Wen, Yujie Wei, Yong Xu +2 more
2022IEEE International Conference on Acoustics, Speech, and Signal Processing110 citations Open access
Semantic Scholar
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework
Zhizhong Huang, Junping Zhang, Hongming Shan
2021Computer Vision and Pattern Recognition108 citations
Semantic Scholar
Deep learning predicts cardiovascular disease risks from lung cancer screening low dose computed tomography
Hanqing Chao, Hongming Shan, Fatemeh Homayounieh, Ramandeep Singh +6 more
2020Nature Communications107 citations Open access
Semantic Scholar
Online Prototype Learning for Online Continual Learning
Yujie Wei, Jiaxin Ye, Zhizhong Huang, Junping Zhang +1 more
2023IEEE International Conference on Computer Vision95 citations Open access
Semantic Scholar
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation
Tao Chen, Chenhui Wang, Hongming Shan
2023International Conference on Medical Image Computing and Computer-Assisted Intervention78 citations Open access
Semantic Scholar
PFA-GAN: Progressive Face Aging With Generative Adversarial Network
Zhizhong Huang, Shouzhen Chen, Junping Zhang, Hongming Shan
2020IEEE Transactions on Information Forensics and Security73 citations Open access
Semantic Scholar
Point, Segment and Count: A Generalized Framework for Object Counting
Zhizhong Huang, Mingliang Dai, Yi Zhang, Junping Zhang +1 more
2023Computer Vision and Pattern Recognition71 citations Open access
Semantic Scholar
Prompt-In-Prompt Learning for Universal Image Restoration
Zilong Li, Yi-Ming Lei, Chenglong Ma, Junping Zhang +1 more
2023arXiv.org65 citations
Semantic Scholar
Joint learning framework of cross-modal synthesis and diagnosis for Alzheimer's disease by mining underlying shared modality information
Chenhui Wang, Si-Rong Piao, Zhizhong Huang, Qi Gao +3 more
2023Medical Image Anal.51 citations Open access
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LIT-Former: Linking In-Plane and Through-Plane Transformers for Simultaneous CT Image Denoising and Deblurring
Zhihao Chen, Chuang Niu, Qi Gao, Ge Wang +1 more
2023IEEE Transactions on Medical Imaging51 citations Open access
Semantic Scholar
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and a New Benchmark
Zhizhong Huang, Junping Zhang, Hongming Shan
2022IEEE Transactions on Pattern Analysis and Machine Intelligence50 citations Open access
Semantic Scholar
Cross-Head Supervision for Crowd Counting with Noisy Annotations
Mingliang Dai, Zhizhong Huang, Jia-Qi Gao, Hongming Shan +1 more
2023IEEE International Conference on Acoustics, Speech, and Signal Processing48 citations Open access
Semantic Scholar
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey
Wenjun Xia, Hongming Shan, Ge Wang, Yi Zhang
2022IEEE Signal Processing Magazine48 citations Open access
Semantic Scholar
Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network
Qing Lyu, Hongming Shan, Yi-Bin Xie, De-Biao Li +1 more
2020arXiv.org48 citations
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DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection
Jiaxin Ye, Junping Zhang, Hongming Shan
2024IEEE International Conference on Acoustics, Speech, and Signal Processing47 citations Open access
Semantic Scholar
CoCoDiff: a contextual conditional diffusion model for low-dose CT image denoising
Q. Gao, Hongming Shan
2022Developments in X-Ray Tomography XIV47 citations
Semantic Scholar
SAN-Net: Learning generalization to unseen sites for stroke lesion segmentation with self-adaptive normalization
Weiyi Yu, Zhizhong Huang, Junping Zhang, Hongming Shan
2022Comput. Biol. Medicine47 citations Open access
Semantic Scholar
CT Image Denoising and Deblurring With Deep Learning: Current Status and Perspectives
Yi-Ming Lei, Chuang Niu, Junping Zhang, Ge Wang +1 more
2024IEEE Transactions on Radiation and Plasma Medical Sciences44 citations Open access
Semantic Scholar
FreeSeed: Frequency-band-aware and Self-guided Network for Sparse-view CT Reconstruction
Chenglong Ma, Zilong Li, Junping Zhang, Yi Zhang +1 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention44 citations Open access
Semantic Scholar
Convolutional Ordinal Regression Forest for Image Ordinal Estimation
Haiping Zhu, Hongming Shan, Yuheng Zhang, L. Che +4 more
2021IEEE Transactions on Neural Networks and Learning Systems41 citations Open access
Semantic Scholar
Optimized collusion prevention for online exams during social distancing
Meng-Zhou Li, Lei Luo, Sujoy Sikdar, N. Nizam +7 more
2021npj Science of Learning39 citations Open access
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Prompt learning in computer vision: a survey
Yi-Ming Lei, Jingqi Li, Zilong Li, Yuan Cao +1 more
2024Frontiers of Information Technology & Electronic Engineering38 citations
Semantic Scholar
ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising
Zhihao Chen, Q. Gao, Yi Zhang, Hongming Shan
2023International Conference on Medical Image Computing and Computer-Assisted Intervention37 citations Open access
Semantic Scholar
CLIP-Lung: Textual Knowledge-Guided Lung Nodule Malignancy Prediction
Yi-Ming Lei, Zilong Li, Yan Shen, Junping Zhang +1 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention36 citations Open access
Semantic Scholar
OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines
A. Babier, Rafid Mahmood, Binghao Zhang, V. G. Alves +55 more
2022Physics in Medicine and Biology32 citations Open access
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Quad-Net: Quad-Domain Network for CT Metal Artifact Reduction
Zilong Li, Q. Gao, Ya-Ping Wu, Chuang Niu +4 more
2022IEEE Transactions on Medical Imaging31 citations Open access
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Stabilizing deep tomographic reconstruction: Part A. Hybrid framework and experimental results
Weiwen Wu, Dian-Lin Hu, W. Cong, Hongming Shan +6 more
2022Patterns31 citations Open access
Semantic Scholar
M3NAS: Multi-Scale and Multi-Level Memory-Efficient Neural Architecture Search for Low-Dose CT Denoising
Zexin Lu, Wenjun Xia, Yong-Qiang Huang, Ming-Zheng Hou +4 more
2021IEEE Transactions on Medical Imaging31 citations Open access
Semantic Scholar
Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels
Yi-Ming Lei, Haiping Zhu, Junping Zhang, Hongming Shan
2022IEEE/CAA Journal of Automatica Sinica29 citations Open access
Semantic Scholar
Strided Self-Supervised Low-Dose CT Denoising for Lung Nodule Classification
Yi-Ming Lei, Junping Zhang, Hongming Shan
2021Phenomics27 citations Open access
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Learning to Distill Global Representation for Sparse-View CT
Zilong Li, Chenglong Ma, Jie Chen, Junping Zhang +1 more
2023IEEE International Conference on Computer Vision26 citations Open access
Semantic Scholar
Forget less, count better: a domain-incremental self-distillation learning benchmark for lifelong crowd counting
Jia-Qi Gao, Jingqi Li, Hongming Shan, Yan-Yun Qu +3 more
2022Frontiers of Information Technology & Electronic Engineering25 citations Open access
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Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network
Qing Lyu, Hongming Shan, Yi-Bin Xie, A. Kwan +4 more
2021IEEE Transactions on Medical Imaging25 citations Open access
Semantic Scholar
Deep Rank-Consistent Pyramid Model for Enhanced Crowd Counting
Jia-Qi Gao, Zhizhong Huang, Yi-Ming Lei, Hongming Shan +3 more
2022IEEE Transactions on Neural Networks and Learning Systems21 citations Open access
Semantic Scholar
Stabilizing deep tomographic reconstruction: Part B. Convergence analysis and adversarial attacks
Weiwen Wu, Dian-Lin Hu, W. Cong, Hongming Shan +6 more
2022Patterns21 citations Open access
Semantic Scholar
Feasibility evaluation of PET scan-time reduction for diagnosing amyloid-β levels in Alzheimer's disease patients using a deep-learning-based denoising algorithm
Zhao Peng, M. Ni, Hongming Shan, Yu Lu +7 more
2021Comput. Biol. Medicine20 citations
Semantic Scholar
Selfgait: A Spatiotemporal Representation Learning Method for Self-Supervised Gait Recognition
Yiqun Liu, Yi Zeng, Jian Pu, Hongming Shan +2 more
2021IEEE International Conference on Acoustics, Speech, and Signal Processing19 citations
Semantic Scholar
Material decomposition of spectral CT images via attention-based global convolutional generative adversarial network
Xiaodong Guo, Peng He, Xiaojie Lv, Xuezhi Ren +5 more
2023Nuclear Science and Techniques18 citations
Semantic Scholar
HOPE: Hybrid-Granularity Ordinal Prototype Learning for Progression Prediction of Mild Cognitive Impairment
Chenhui Wang, Yi-Ming Lei, Tao Chen, Junping Zhang +2 more
2024IEEE journal of biomedical and health informatics17 citations Open access
Semantic Scholar
Stabilizing Deep Tomographic Reconstruction Networks
Weiwen Wu, Dian-Lin Hu, Heng-Yong Yu, Hongming Shan +6 more
2020arXiv.org17 citations
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Radiologist-in-the-Loop Self-Training for Generalizable CT Metal Artifact Reduction
Chenglong Ma, Zilong Li, Yuanlin Li, Jing Han +4 more
2025IEEE Transactions on Medical Imaging15 citations Open access
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Low-dose CT Denoising with Language-engaged Dual-space Alignment
Zhihao Chen, Tao Chen, Chenhui Wang, Q. Gao +3 more
2024IEEE International Conference on Bioinformatics and Biomedicine15 citations Open access
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Impact of loss functions on the performance of a deep neural network designed to restore low-dose digital mammography
Hongming Shan, R. B. Vimieiro, L. Borges, Marcelo A. C. Vieira +1 more
2021Artif. Intell. Medicine15 citations Open access
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PrideDiff: Physics-Regularized Generalized Diffusion Model for CT Reconstruction
Zexin Lu, Qi Gao, Tao Wang, Zi-Yuan Yang +6 more
2025IEEE Transactions on Radiation and Plasma Medical Sciences14 citations
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