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Francis Xiatian Zhang

Durham University
PhD (Co-supervised with )
, 2021 - 2024

Durham University
, UK

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Grants Involved

Northumbria University
Pose Estimation for Health Professional Education: Development of an Objective Computerized Approach for Measuring and Assessing Technical Competencies in Nursing
Northumbria University Application Seed Funding Scheme (Ref: ): £16,428, Research Assistant (PI: Dr Merryn D. Constable)
Received from Northumbria University, UK, 2022-2022
 Project Page

Publications with the Team

Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation
Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation  Impact Factor: 3.4†    
IEEE Transactions on Medical Robotics and Bionics (TMRB), 2025
Francis Xiatian Zhang, Jingjing Deng, Robert Lieck and Hubert P. H. Shum
Webpage Cite This Plain Text 
Francis Xiatian Zhang, Jingjing Deng, Robert Lieck and Hubert P. H. Shum, "Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation," IEEE Transactions on Medical Robotics and Bionics, vol. 7, no. 1, pp. 266-280, IEEE, 2025.
Bibtex 
@article{zhang25adaptive,
 author={Zhang, Francis Xiatian and Deng, Jingjing and Lieck, Robert and Shum, Hubert P. H.},
 journal={IEEE Transactions on Medical Robotics and Bionics},
 title={Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation},
 year={2025},
 volume={7},
 number={1},
 pages={266--280},
 doi={10.1109/TMRB.2024.3517137},
 issn={2576-3202},
 publisher={IEEE},
}
RIS 
TY  - JOUR
AU  - Zhang, Francis Xiatian
AU  - Deng, Jingjing
AU  - Lieck, Robert
AU  - Shum, Hubert P. H.
T2  - IEEE Transactions on Medical Robotics and Bionics
TI  - Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation
PY  - 2025
VL  - 7
IS  - 1
SP  - 266
EP  - 280
DO  - 10.1109/TMRB.2024.3517137
SN  - 2576-3202
PB  - IEEE
ER  - 
 Paper GitHub YouTube
Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK
Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK      
Proceedings of the 2025 ADHO Digital Humanities Conference (DH), 2025
Claire Warwick, Andrew Beresford, Soazig Casteau, Hubert P. H. Shum, Daniel T. Smith and Francis Xiatian Zhang
Webpage Cite This Plain Text 
Claire Warwick, Andrew Beresford, Soazig Casteau, Hubert P. H. Shum, Daniel T. Smith and Francis Xiatian Zhang, "Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK," in Proceedings of the 2025 ADHO Digital Humanities Conference, Lisbon, Portugal, 2025.
Bibtex 
@inproceedings{warwick25using,
 author={Warwick, Claire and Beresford, Andrew and Casteau, Soazig and Shum, Hubert P. H. and Smith, Daniel T. and Zhang, Francis Xiatian},
 booktitle={Proceedings of the 2025 ADHO Digital Humanities Conference},
 title={Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK},
 year={2025},
 location={Lisbon, Portugal},
}
RIS 
TY  - CONF
AU  - Warwick, Claire
AU  - Beresford, Andrew
AU  - Casteau, Soazig
AU  - Shum, Hubert P. H.
AU  - Smith, Daniel T.
AU  - Zhang, Francis Xiatian
T2  - Proceedings of the 2025 ADHO Digital Humanities Conference
TI  - Using Fixed and Mobile Eye Tracking to Understand How Visitors View Art in a Museum: A Study at the Bowes Museum, County Durham, UK
PY  - 2025
ER  - 
 Paper
Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video
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
Webpage Cite This Plain Text 
Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang, Silvia Del Din and Hubert P. H. Shum, "Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video," International Journal of Computer Assisted Radiology and Surgery, vol. 19, pp. 831-840, Springer, 2024.
Bibtex 
@article{zhang24pose,
 author={Zhang, Haozheng and Ho, Edmond S. L. and Zhang, Francis Xiatian and Din, Silvia Del and Shum, Hubert P. H.},
 journal={International Journal of Computer Assisted Radiology and Surgery},
 title={Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video},
 year={2024},
 volume={19},
 pages={831--840},
 numpages={10},
 doi={10.1007/s11548-023-03052-4},
 issn={1861-6429},
 publisher={Springer},
}
RIS 
TY  - JOUR
AU  - Zhang, Haozheng
AU  - Ho, Edmond S. L.
AU  - Zhang, Francis Xiatian
AU  - Din, Silvia Del
AU  - Shum, Hubert P. H.
T2  - International Journal of Computer Assisted Radiology and Surgery
TI  - Pose-Based Tremor Type and Level Analysis for Parkinson’s Disease from Video
PY  - 2024
VL  - 19
SP  - 831
EP  - 840
DO  - 10.1007/s11548-023-03052-4
SN  - 1861-6429
PB  - Springer
ER  - 
 Paper
Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis
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
Webpage Cite This Plain Text 
Sisi Zheng, Francis Xiatian Zhang, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song and Hongxiao Jia, "Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis," BMC Psychiatry, vol. 24, pp. 685, BMC, 2024.
Bibtex 
@article{zheng24unraveling,
 author={Zheng, Sisi and Zhang, Francis Xiatian and Shum, Hubert P. H. and Zhang, Haozheng and Song, Nan and Song, Mingkang and Jia, Hongxiao},
 journal={BMC Psychiatry},
 title={Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis},
 year={2024},
 volume={24},
 pages={685},
 numpages={15},
 doi={10.1186/s12888-024-06096-1},
 issn={1471-244X},
 publisher={BMC},
}
RIS 
TY  - JOUR
AU  - Zheng, Sisi
AU  - Zhang, Francis Xiatian
AU  - Shum, Hubert P. H.
AU  - Zhang, Haozheng
AU  - Song, Nan
AU  - Song, Mingkang
AU  - Jia, Hongxiao
T2  - BMC Psychiatry
TI  - Unraveling the Brain Dynamics of Depersonalization-Derealization Disorder: A Dynamic Functional Network Connectivity Analysis
PY  - 2024
VL  - 24
SP  - 685
EP  - 685
DO  - 10.1186/s12888-024-06096-1
SN  - 1471-244X
PB  - BMC
ER  - 
 Paper
Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills
Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills  Impact Factor: 3.0† Top 25% Journal in Education & Educational Research†   
Advances in Health Sciences Education (AHSE), 2024
Merryn D. Constable, Francis Xiatian Zhang, Tony Conner, Daniel Monk, Jason Rajsic, Claire Ford, Laura Jillian Park, Alan Platt, Debra Porteous, Lawrence Grierson and Hubert P. H. Shum
Webpage Cite This Plain Text 
Merryn D. Constable, Francis Xiatian Zhang, Tony Conner, Daniel Monk, Jason Rajsic, Claire Ford, Laura Jillian Park, Alan Platt, Debra Porteous, Lawrence Grierson and Hubert P. H. Shum, "Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills," Advances in Health Sciences Education, Springer, 2024.
Bibtex 
@article{constable24advancing,
 author={Constable, Merryn D. and Zhang, Francis Xiatian and Conner, Tony and Monk, Daniel and Rajsic, Jason and Ford, Claire and Park, Laura Jillian and Platt, Alan and Porteous, Debra and Grierson, Lawrence and Shum, Hubert P. H.},
 journal={Advances in Health Sciences Education},
 title={Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills},
 year={2024},
 doi={10.1007/s10459-024-10369-5},
 issn={1573-1677},
 publisher={Springer},
}
RIS 
TY  - JOUR
AU  - Constable, Merryn D.
AU  - Zhang, Francis Xiatian
AU  - Conner, Tony
AU  - Monk, Daniel
AU  - Rajsic, Jason
AU  - Ford, Claire
AU  - Park, Laura Jillian
AU  - Platt, Alan
AU  - Porteous, Debra
AU  - Grierson, Lawrence
AU  - Shum, Hubert P. H.
T2  - Advances in Health Sciences Education
TI  - Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills
PY  - 2024
DO  - 10.1007/s10459-024-10369-5
SN  - 1573-1677
PB  - Springer
ER  - 
 Paper Dataset
Depth-Aware Endoscopic Video Inpainting
Depth-Aware Endoscopic Video Inpainting    H5-Index: 96# Core A Conference‡ 
Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024
Francis Xiatian Zhang, Shuang Chen, Xianghua Xie and Hubert P. H. Shum
Webpage Cite This Plain Text 
Francis Xiatian Zhang, Shuang Chen, Xianghua Xie and Hubert P. H. Shum, "Depth-Aware Endoscopic Video Inpainting," in MICCAI '24: Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 143-153, Marrakesh, Morocco, Springer, 2024.
Bibtex 
@inproceedings{zhang24endoscopic,
 author={Zhang, Francis Xiatian and Chen, Shuang and Xie, Xianghua and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention},
 series={MICCAI '24},
 title={Depth-Aware Endoscopic Video Inpainting},
 year={2024},
 pages={143--153},
 doi={10.1007/978-3-031-72089-5_14},
 isbn={978-3-031-72089-5},
 publisher={Springer},
 location={Marrakesh, Morocco},
}
RIS 
TY  - CONF
AU  - Zhang, Francis Xiatian
AU  - Chen, Shuang
AU  - Xie, Xianghua
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2024 International Conference on Medical Image Computing and Computer Assisted Intervention
TI  - Depth-Aware Endoscopic Video Inpainting
PY  - 2024
SP  - 143
EP  - 153
DO  - 10.1007/978-3-031-72089-5_14
SN  - 978-3-031-72089-5
PB  - Springer
ER  - 
 Paper Supplementary Material GitHub
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI
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
Webpage Cite This Plain Text 
Francis Xiatian Zhang, Sisi Zheng, Hubert P. H. Shum, Haozheng Zhang, Nan Song, Mingkang Song and Hongxiao Jia, "Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI," in ICONIP '23: Proceedings of the 2023 International Conference on Neural Information Processing, pp. 298-312, Changsha, China, Springer, Nov 2023.
Bibtex 
@inproceedings{zhang23correlation,
 author={Zhang, Francis Xiatian and Zheng, Sisi and Shum, Hubert P. H. and Zhang, Haozheng and Song, Nan and Song, Mingkang and Jia, Hongxiao},
 booktitle={Proceedings of the 2023 International Conference on Neural Information Processing},
 series={ICONIP '23},
 title={Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI},
 year={2023},
 month={11},
 pages={298--312},
 numpages={15},
 doi={10.1007/978-981-99-8138-0_24},
 isbn={978-981-99-8137-3},
 publisher={Springer},
 location={Changsha, China},
}
RIS 
TY  - CONF
AU  - Zhang, Francis Xiatian
AU  - Zheng, Sisi
AU  - Shum, Hubert P. H.
AU  - Zhang, Haozheng
AU  - Song, Nan
AU  - Song, Mingkang
AU  - Jia, Hongxiao
T2  - Proceedings of the 2023 International Conference on Neural Information Processing
TI  - Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRI
PY  - 2023
Y1  - 11 2023
SP  - 298
EP  - 312
DO  - 10.1007/978-981-99-8138-0_24
SN  - 978-981-99-8137-3
PB  - Springer
ER  - 
 Paper GitHub
Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video
Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video    H5-Index: 96# Core A Conference‡ Citation: 18#
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
Webpage Cite This Plain Text 
Haozheng Zhang, Edmond S. L. Ho, Francis Xiatian Zhang and Hubert P. H. Shum, "Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video," in MICCAI '22: Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 489-499, Singapore, Singapore, Springer, Sep 2022.
Bibtex 
@inproceedings{zhang22posebased,
 author={Zhang, Haozheng and Ho, Edmond S. L. and Zhang, Francis Xiatian and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention},
 series={MICCAI '22},
 title={Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video},
 year={2022},
 month={9},
 pages={489--499},
 numpages={11},
 doi={10.1007/978-3-031-16440-8_47},
 isbn={978-3-031-16439-2},
 publisher={Springer},
 location={Singapore, Singapore},
}
RIS 
TY  - CONF
AU  - Zhang, Haozheng
AU  - Ho, Edmond S. L.
AU  - Zhang, Francis Xiatian
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 International Conference on Medical Image Computing and Computer Assisted Intervention
TI  - Pose-Based Tremor Classification for Parkinson’s Disease Diagnosis from Video
PY  - 2022
Y1  - 9 2022
SP  - 489
EP  - 499
DO  - 10.1007/978-3-031-16440-8_47
SN  - 978-3-031-16439-2
PB  - Springer
ER  - 
 Paper Supplementary Material
Towards Graph Representation Learning Based Surgical Workflow Anticipation
Towards Graph Representation Learning Based Surgical Workflow Anticipation  Oral Paper     
Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022
Francis Xiatian Zhang, Noura Al Moubayed and Hubert P. H. Shum
Webpage Cite This Plain Text 
Francis Xiatian Zhang, Noura Al Moubayed and Hubert P. H. Shum, "Towards Graph Representation Learning Based Surgical Workflow Anticipation," in BHI '22: Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 1-4, Ioannina, Greece, IEEE, Sep 2022.
Bibtex 
@inproceedings{zhang22towards,
 author={Zhang, Francis Xiatian and Moubayed, Noura Al and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics},
 series={BHI '22},
 title={Towards Graph Representation Learning Based Surgical Workflow Anticipation},
 year={2022},
 month={9},
 pages={1--4},
 numpages={4},
 doi={10.1109/BHI56158.2022.9926801},
 publisher={IEEE},
 location={Ioannina, Greece},
}
RIS 
TY  - CONF
AU  - Zhang, Francis Xiatian
AU  - Moubayed, Noura Al
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics
TI  - Towards Graph Representation Learning Based Surgical Workflow Anticipation
PY  - 2022
Y1  - 9 2022
SP  - 1
EP  - 4
DO  - 10.1109/BHI56158.2022.9926801
PB  - IEEE
ER  - 
 Paper GitHub YouTube

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