Research output per year
Research output per year
Personal profile
Biography
Development of novel artificial intelligence strategies for disease diagnosis, radiation therapy treatment planning, therapeutic guidance, prognosis, and outcome assessment in the lung region
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, The Hong Kong Polytechnic University
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Research output
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A dual-supervised deformation estimation model (DDEM) for constructing ultra-quality 4D-MRI based on a commercial low-quality 4D-MRI for liver cancer radiation therapy
Xiao, H., Ni, R., Zhi, S., Li, W., Liu, C., Ren, G., Teng, X., Liu, W., Wang, W., Zhang, Y., Wu, H., Lee, H. F. V., Cheung, L. Y. A., Chang, H. C. C., Li, T. & Cai, J., May 2022, In: Medical Physics. 49, 5, p. 3159-3170 12 p.Research output: Journal article publication › Journal article › Academic research › peer-review
4 Citations (Scopus) -
Deep Learning-Based Automatic Assessment of Radiation Dermatitis in Patients With Nasopharyngeal Carcinoma
Ni, R., Zhou, T., Ren, G., Zhang, Y., Yang, D., Tam, V. C. W., Leung, W. S., Ge, H., Lee, S. W. Y. & Cai, J., 1 Jul 2022, In: International Journal of Radiation Oncology Biology Physics. 113, 3, p. 685-694 10 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access1 Citation (Scopus) -
Development and validation of bone-suppressed deep learning classification of COVID-19 presentation in chest radiographs
Lam, N. F. D., Sun, H., Song, L., Yang, D., Zhi, S., Ren, G., Chou, P. H., Wan, S. B. N., Wong, M. F. E., Chan, K. K., Tsang, H. C. H., Kong, F. M., Wáng, Y. X. J., Qin, J., Chan, L. W. C., Ying, M. & Cai, J., Jul 2022, In: Quantitative Imaging in Medicine and Surgery. 12, 7, p. 3917-3931 15 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access2 Citations (Scopus) -
Multi-Organ Omics-Based Prediction for Adaptive Radiation Therapy Eligibility in Nasopharyngeal Carcinoma Patients Undergoing Concurrent Chemoradiotherapy
Lam, S. K., Zhang, Y., Zhang, J., Li, B., Sun, J. C., Liu, C. Y. T., Chou, P. H., Teng, X., Ma, Z. R., Ni, R. Y., Zhou, T., Peng, T., Xiao, H. N., Li, T., Ren, G., Cheung, A. L. Y., Lee, F. K. H., Yip, C. W. Y., Au, K. H., Lee, V. H. F., & 3 others, 31 Jan 2022, In: Frontiers in Oncology. 11, 792024.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access6 Citations (Scopus) -
Virtual Contrast-Enhanced Magnetic Resonance Images Synthesis for Patients With Nasopharyngeal Carcinoma Using Multimodality-Guided Synergistic Neural Network
Li, W., Xiao, H., Li, T., Ren, G., Lam, S., Teng, X., Liu, C., Zhang, J., Kar-ho Lee, F., Au, K. H., Ho-fun Lee, V., Chang, A. T. Y. & Cai, J., 15 Mar 2022, In: International Journal of Radiation Oncology Biology Physics. 112, 4, p. 1033-1044 12 p.Research output: Journal article publication › Journal article › Academic research › peer-review
7 Citations (Scopus)
Prizes
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2020 AAPM/COMP Annual Meeting Young Investigator Symposium Final List
Cai, Jing (Supervisor) & Ren, Ge (Recipient), May 2020
Prize: Prize (research)
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File
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Reward of Oral Presentation Award/ Oral Presentation (Departmental for Research Student) 2019/20
Ren, Ge (Recipient), Nov 2019
Prize: Prize (research)
Activities
- 1 Editorial work for journals
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Medical Physics (Journal)
Ge Ren (Associate editor)
Aug 2021Activity: Publication peer-review and editorial work › Editorial work for journals