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Fan Zhang

the hong kong polytechnic university

24H-index
168Paper Count
2.4KCitation Count
Published Papers 56
Publication Date
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Self-supervised reconstruction framework via motion- and physics-informed learning for four-dimensional magnetic resonance fingerprinting
errMedical Image Analysis
IF11.8
err2026-08-03
err0
PREAI
errChenyang Liu; Lu Wang; Xiang Wang; Peilin Wang; Weihang Liao; Fan Zhang; Ziyi Zeng; Xinzhi Teng; Jiarui Zhu; Junyi Yan; Yat-Lam Wong; Victor Ho-fun Lee; Peng Cao; Jing Qin; Tian Li; Jing Cai
errShare
errSave
MS-VMUnet: Multispectral vision Mamba for medical image segmentation
errBiomedical Signal Processing and Control
IF4.9
err2026-05-12
err0
PREAI
errHanjun Tao; Hua Wang; Zewen Zhang; Fan Zhang
errShare
errSave
Dual-gated transformer with local context aggregation for weakly-supervised medical image anomaly detection
errPattern Recognition
IF7.6
err2026-04-21
err0
PREAI
errFan Zhang; Demin Liu; Yakun Ju; Guodong Fan
errShare
errSave
Anatomy-Aware Text-Visual Fusion with Dual-Perspective Prompts for Fine-Grained Lumbar Spine Segmentation
errInternational Journal of Computer Vision
IF9.3
err2026-04-21
err0
PREAI
errSheng Lian; Jianlong Cai; Dengfeng Pan; Guang-Yong Chen; Hao Xu; Fan Zhang; Guodong Fan; Jialun Pei; Shuo Li
errShare
errSave
DTFNet: A dual-modal time–frequency fusion network for non-stationary time series modeling
errKnowledge-Based Systems
IF7.6
err2026-04-20
err0
PREAI
errCaixia Wang; Fan Zhang; Xiaofeng Zhang; Hua Wang
errShare
errSave
Multi-scale temporal correlation multi-dimensional decomposition network for time series analysis
errPattern Recognition
IF7.6
err2026-01-22
err0
PREAI
errFan Zhang; Lele Yuan; Wenchang Zhang; Mingli Zhang; Hua Wang
errShare
errSave
DDformer: Transformer with dynamic variable fusion and dynamic difference attention for multivariate time series long-term forecasting
errNeurocomputing
IF6.5
err2026-01-21
err0
PREAI
errZhao Li; Hua Wang; Fan Zhang
errShare
errSave
Correctformer: A transformer architecture for correcting periodic drift in time-series forecasting
errNeural Networks
IF6.3
err2025-11-29
err0
PREAI
errMin Wang; Hua Wang; Fan Zhang
errShare
errSave
MESA-Net: Multi-Scale Enhanced Spatial Attention Network for medical image segmentation
errComputers & Graphics
IF0
err2025-11-13
err0
PREAI
errDemin Liu; Zhou Yang; Hua Wang; Huiyu Li; Fan Zhang
errShare
errSave
Dual-channel transformer: Integrating independence and dependence for time series forecasting
errExpert Systems with Applications
IF7.5
err2025-11-02
err0
PREAI
errZhigen Huang; Fan Zhang; Yepeng Liu
errShare
errSave
Consistent and comprehensive scale aggregation network for drone-view small object detection
errNeural Networks
IF6.3
err2025-10-28
err0
PREAI
errFan Zhang; Hongbing Ji; Yongquan Zhang; Zhenzhen Su
errShare
errSave
A channel-independent network using patch external attention and mamba for long-term multivariate time series forecasting
errApplied Soft Computing
IF6.6
err2025-10-08
err0
PREAI
errZhigen Huang; Huiyu Li; Yepeng Liu; Fan Zhang; Xiaofeng Zhang
errShare
errSave
Traffic prediction based on spatio-temporal feature embedding fusion and gate operation optimization
errNeurocomputing
IF6.5
err2025-09-26
err0
PREAI
errXiaotong Geng; Fan Zhang; Mingli Zhang; Hua Wang
errShare
errSave
Frequency decomposition and patch modeling framework for time-series forecasting
errApplied Soft Computing
IF6.6
err2025-09-12
err0
PREAI
errDenghui Xu; Hua Wang; Fan Zhang
errShare
errSave
Range-variable dynamic convolution and dual attention-guided efficient medical image segmentation network
errInternational Journal of Machine Learning and Cybernetics
IF2.7
err2025-08-29
err0
PREAI
errYuenan Wang; Hua Wang; Fan Zhang
errShare
errSave
Robust memory-based graph neural networks for noisy and sparse graphs
errEngineering Applications of Artificial Intelligence
IF8
err2025-08-18
err0
PREAI
errLinling Jiang; Wenchang Zhang; Hua Wang; Fan Zhang
errShare
errSave
AlignTime: Interperiodic phase alignment sampling for time-series forecasting
errInformation Processing & Management
IF6.9
err2025-07-28
err0
PREAI
errMin Wang; Hua Wang; Fan Zhang
errShare
errSave
Cost-effective and real-time landslide monitoring method based on ultra-wideband using ultra-wideband transformer neural network
errEngineering Applications of Artificial Intelligence
IF8
err2025-07-26
err0
PREAI
errYu Si; Zhaofeng He; Fan Zhang; Xiaoyun Sun; Yong Chen; Haiqing Zheng
errShare
errSave
SCA-Net: Seasonal Cycle-Aware Model Emphasizing Global and Local Features for Time Series Forecasting
errInternational Journal of Intelligent Systems
IF3.7
err2025-07-07
err0
errOAAI
errMin Wang; Hua Wang; Zhen Hua; Fan Zhang
errShare
errSave
Medical image segmentation with an emphasis on prior convolution and channel multi-branch attention
errsignal processing
IF3
err2025-07-01
err0
PREAI
errWang, Yuenan; Wang, Hua; Zhang, Fan
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
Lei Zhang
H-index: 145 · Papers: 1.7K
T
Terence G. Langdon
H-index: 138 · Papers: 1.5K
Y
Yuntian Zhu
H-index: 124 · Papers: 743
Р
Р. З. Валиев
H-index: 118 · Papers: 1.1K
Z
Zenji Horita
H-index: 105 · Papers: 1.0K
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