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Dr
Haozheng Zhang
PhD
(Co-supervised with )
, 2020 - 2024
Durham University
, United Kingdom
Research topic: Human data modelling with deep learning for disease diagnosis
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Thesis (32.7MB)
Grants Involved
Publications with the Team
Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video
Impact Factor: 2.3
†
International Journal of Computer Assisted Radiology and Surgery (IJCARS), 2024
Haozheng Zhang
,
Edmond S. L. Ho
,
Francis Xiatian Zhang
,
Silvia Del Din
and
Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Healthcare Diagnosis, Responsible AI
Webpage
DOI
arXiv
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Paper
Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis
Impact Factor: 3.4
†
BMC Psychiatry, 2024
Sisi Zheng
,
Francis Xiatian Zhang
,
Hubert P. H. Shum
,
Haozheng Zhang
,
Nan Song
,
Mingkang Song
and
Hongxiao Jia
Topics: Biomedical Engineering, Healthcare Diagnosis, Medical Imaging
Webpage
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Paper
MxT: Mamba x Transformer for Image Inpainting
H5-Index: 65
#
Proceedings of the 2024 British Machine Vision Conference (BMVC), 2024
Shuang Chen
,
Amir Atapour-Abarghouei
,
Haozheng Zhang
and
Hubert P. H. Shum
Topics:
Webpage
arXiv
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Paper
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI
Proceedings of the 2023 International Conference on Neural Information Processing (ICONIP), 2023
Francis Xiatian Zhang
,
Sisi Zheng
,
Hubert P. H. Shum
,
Haozheng Zhang
,
Nan Song
,
Mingkang Song
and
Hongxiao Jia
Topics: Biomedical Engineering, Healthcare Diagnosis, Medical Imaging
Webpage
DOI
arXiv
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Paper
GitHub
Unifying Human Motion Synthesis and Style Transfer with Denoising Diffusion Probabilistic Models
Citation: 12
#
Proceedings of the 2023 International Conference on Computer Graphics Theory and Applications (GRAPP), 2023
Ziyi Chang
,
Edmund J. C. Findlay
,
Haozheng Zhang
and
Hubert P. H. Shum
Topics: Character Animation
Webpage
DOI
arXiv
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Paper
GitHub
YouTube
Video
CP-AGCN: Pytorch-Based Attention Informed Graph Convolutional Network for Identifying Infants at Risk of Cerebral Palsy
Impact Factor: 1.3
†
Software Impacts (SIMPAC), 2022
Haozheng Zhang
,
Edmond S. L. Ho
and
Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis
Webpage
DOI
arXiv
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Paper
Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video
H5-Index: 96
#
Core A Conference
‡
Citation: 16
#
Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022
Haozheng Zhang
,
Edmond S. L. Ho
,
Francis Xiatian Zhang
and
Hubert P. H. Shum
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Healthcare Diagnosis, Responsible AI
Webpage
DOI
arXiv
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Paper
Supplementary Material
Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks
Oral Presentation
Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Haozheng Zhang
,
Hubert P. H. Shum
and
Edmond S. L. Ho
Topics: Biomedical Engineering, Motion Analysis, Healthcare Diagnosis
Webpage
DOI
arXiv
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Paper
YouTube
Video
Denoising Diffusion Probabilistic Models for Styled Walking Synthesis
Proceedings of the 2022 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2022
Edmund J. C. Findlay
,
Haozheng Zhang
,
Ziyi Chang
and
Hubert P. H. Shum
Topics: Character Animation
Webpage
arXiv
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Paper
YouTube
Video
Links
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ORCID
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Last updated on 6 October 2024
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