Research Publications - Medical Imaging / Selected Publications

Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum and Chris G. Willcocks, "MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray," in EMBC '22: Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 3843-3848, Glasgow, UK, IEEE, Jul 2022.

@inproceedings{coronafigueroaa22mednerf,
 author={Corona-Figueroa, Abril and Frawley, Jonathan and Bond-Taylor, Sam and Bethapudi, Sarath and Shum, Hubert P. H. and Willcocks, Chris G.},
 booktitle={Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society},
 series={EMBC '22},
 title={MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray},
 year={2022},
 month={7},
 pages={3843--3848},
 numpages={6},
 doi={10.1109/EMBC48229.2022.9871757},
 publisher={IEEE},
 location={Glasgow, UK},
}

TY  - CONF
AU  - Corona-Figueroa, Abril
AU  - Frawley, Jonathan
AU  - Bond-Taylor, Sam
AU  - Bethapudi, Sarath
AU  - Shum, Hubert P. H.
AU  - Willcocks, Chris G.
T2  - Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society
TI  - MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray
PY  - 2022
Y1  - 7 2022
SP  - 3843
EP  - 3848
DO  - 10.1109/EMBC48229.2022.9871757
PB  - IEEE
ER  - 

Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth and Hubert P. H. Shum, "A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip," in BHI '22: Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics, pp. 1-4, Ioannina, Greece, IEEE, Sep 2022.

@inproceedings{chen22feasibility,
 author={Chen, Shuang and Atapour-Abarghouei, Amir and Kerby, Jane and Ho, Edmond S. L. and Sainsbury, David C. G. and Butterworth, Sophie and Shum, Hubert P. H.},
 booktitle={Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics},
 series={BHI '22},
 title={A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip},
 year={2022},
 month={9},
 pages={1--4},
 numpages={4},
 doi={10.1109/BHI56158.2022.9926917},
 publisher={IEEE},
 location={Ioannina, Greece},
}

TY  - CONF
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Kerby, Jane
AU  - Ho, Edmond S. L.
AU  - Sainsbury, David C. G.
AU  - Butterworth, Sophie
AU  - Shum, Hubert P. H.
T2  - Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics
TI  - A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip
PY  - 2022
Y1  - 9 2022
SP  - 1
EP  - 4
DO  - 10.1109/BHI56158.2022.9926917
PB  - IEEE
ER  - 

Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho and Hubert P. H. Shum, "INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network," Software Impacts, vol. 17, pp. 100517, Elsevier, 2023.

@article{chen23inclg,
 author={Chen, Shuang and Atapour-Abarghouei, Amir and Ho, Edmond S. L. and Shum, Hubert P. H.},
 journal={Software Impacts},
 title={INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network},
 year={2023},
 volume={17},
 pages={100517},
 numpages={4},
 doi={10.1016/j.simpa.2023.100517},
 publisher={Elsevier},
}

TY  - JOUR
AU  - Chen, Shuang
AU  - Atapour-Abarghouei, Amir
AU  - Ho, Edmond S. L.
AU  - Shum, Hubert P. H.
T2  - Software Impacts
TI  - INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network
PY  - 2023
VL  - 17
SP  - 100517
EP  - 100517
DO  - 10.1016/j.simpa.2023.100517
PB  - Elsevier
ER  - 

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.

@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},
}

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  - 

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.

@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},
}

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  - 

Abril Corona-Figueroa, Hubert P. H. Shum and Chris G. Willcocks, "Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling," in CVPRW '24: Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 2315-2324, Seattle, USA, IEEE/CVF, 2024.

@inproceedings{coronafigueroaa24repeat,
 author={Corona-Figueroa, Abril and Shum, Hubert P. H. and Willcocks, Chris G.},
 booktitle={Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
 series={CVPRW '24},
 title={Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling},
 year={2024},
 pages={2315--2324},
 numpages={10},
 doi={10.1109/CVPRW63382.2024.00237},
 publisher={IEEE/CVF},
 location={Seattle, USA},
}

TY  - CONF
AU  - Corona-Figueroa, Abril
AU  - Shum, Hubert P. H.
AU  - Willcocks, Chris G.
T2  - Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
TI  - Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling
PY  - 2024
SP  - 2315
EP  - 2324
DO  - 10.1109/CVPRW63382.2024.00237
PB  - IEEE/CVF
ER  -