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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Fuzzy inference system with interpretable fuzzy rules: Advancing explainable artificial intelligence for disease diagnosis—A comprehensive review
Cao, J., Zhou, T., Zhi, S., Lam, S., Ren, G., Zhang, Y., Wang, Y., Dong, Y. & Cai, J., Mar 2024, In: Information Sciences. 662, 120212.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access15 Citations (Scopus) -
Artificial intelligence-assisted multistrategy image enhancement of chest X-rays for COVID-19 classification
Sun, H., Ren, G., Teng, X., Song, L., Li, K., Yang, J., Hu, X., Zhan, Y., Wan, S. B. N., Wong, M. F. E., Chan, K. K., Tsang, H. C. H., Xu, L., Wu, T. C., Kong, F. M., Wang, Y. X. J., Qin, J., Chan, W. C. L., Ying, M. & Cai, J., Jan 2023, In: Quantitative Imaging in Medicine and Surgery. 13, 1, p. 394-416 23 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access6 Citations (Scopus) -
A super-voxel-based method for generating surrogate lung ventilation images from CT
Chen, Z., Huang, Y. H., Kong, F. M., Ho, W. Y., Ren, G. & Cai, J., Apr 2023, In: Frontiers in Physiology. 14, 1085158.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access4 Citations (Scopus) -
Boundary delineation in transrectal ultrasound images for region of interest of prostate
Peng, T., Dong, Y., Di, G., Zhao, J., Li, T., Ren, G., Zhang, L. & Cai, J., 20 Sept 2023, In: Physics in Medicine and Biology. 68, 19, 195008.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access7 Citations (Scopus) -
Deep learning attention-guided radiomics for COVID-19 chest radiograph classification
Yang, D., Ren, G., Ni, R., Huang, Y. H., Lam, N. F. D., Sun, H., Wan, S. B. N., Wong, M. F. E., Chan, K. K., Tsang, H. C. H., Xu, L., Wu, T. C., Kong, F. M., Wáng, Y. X. J., Qin, J., Chan, L. W. C., Ying, M. & Cai, J., Feb 2023, In: Quantitative Imaging in Medicine and Surgery. 13, 2, p. 572-584 13 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access6 Citations (Scopus)
Prizes
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2020 AAPM/COMP Annual Meeting Young Investigator Symposium Final List
Cai, J. (Supervisor) & Ren, G. (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, G. (Recipient), Nov 2019
Prize: Prize (research)
Activities
- 1 Editorial work for journals
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Medical Physics (Journal)
Ren, G. (Associate editor)
Aug 2021Activity: Publication peer-review and editorial work › Editorial work for journals