Research Publications - Medical Imaging / Selected Publications

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We process and analyse medical images captured from the human body with devices such as X-ray, MRI, functional MRI and endoscopic cameras.

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Citations 50+

MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-Aware CT-projections from a Single X-ray      Citation: 87^#
Proceedings of the 2022 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Abril Corona-Figueroa, Jonathan Frawley, Sam Bond-Taylor, Sarath Bethapudi, Hubert P. H. Shum and Chris G. Willcocks
Topics: Biomedical Engineering, 3D Reconstruction, Medical Imaging
Webpage DOI arXiv Cite This Cite Wikipedia Paper GitHub

Citations 5+

A Feasibility Study on Image Inpainting for Non-Cleft Lip Generation from Patients with Cleft Lip  Oral Presentation     
Proceedings of the 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2022
Shuang Chen, Amir Atapour-Abarghouei, Jane Kerby, Edmond S. L. Ho, David C. G. Sainsbury, Sophie Butterworth and Hubert P. H. Shum
Topics: Biomedical Engineering, Face Modelling, Medical Imaging, Responsible AI
Webpage DOI arXiv Cite This Cite Wikipedia Paper GitHub

Citations 0+

INCLG: Inpainting for Non-Cleft Lip Generation with a Multi-Task Image Processing Network  Impact Factor: 1.3^†    
Software Impacts (SIMPAC), 2023
Shuang Chen, Amir Atapour-Abarghouei, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Biomedical Engineering, Face Modelling, Medical Imaging, Responsible AI
Webpage DOI arXiv Cite This Cite Wikipedia Paper CodeOcean GitHub

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 DOI Cite This Cite Wikipedia 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 Cite This Cite Wikipedia Paper GitHub

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
Topics: Biomedical Engineering, Video Analysis, Medical Imaging
Webpage DOI arXiv Cite This Cite Wikipedia Paper Supplementary Material GitHub

Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling  Best Paper Award   H5-Index: 115^#  
Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024
Abril Corona-Figueroa, Hubert P. H. Shum and Chris G. Willcocks
Topics: 3D Reconstruction, Biomedical Engineering, Medical Imaging
Webpage DOI arXiv Cite This Cite Wikipedia Paper

† According to Journal Citation Reports 2023
‡ According to Core Ranking 2023
# According to Google Scholar 2024