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个人简介
Dr Zongyuan Ge is expertise in Medical AI development. Zongyuan was selected as one of the 200 Most Qualified Young Researchers in Computer and Mathematics by the Scientific Committee of the Heidelberg Laureate Forum Foundation in 2017.
He has a strong background in statistical analysis, machine learning and computer vision research. So far, he has published more than 150 peer-reviewed publications and patents. He has led and contributed to six international projects in the areas of dermatology, ophthalmology and radiology with major industry companies like IBM Watson Health, medical AI unicorn startup Airdoc and medical service provider Molemap. These findings have been translated into health products and services that foster effective infectious disease interventions in Asia-Pacific.
His industry experience in IBM and NVIDIA has helped to define the prototype of the machine learning algorithm for the data platform. His research institute Monash eResearch provides Monash researchers and their collaborators with the ability to access to several High-Performance Computing facilities. This includes the Monash-hosted national specialised data-processing facility for imaging and visualisation.
He has a strong background in statistical analysis, machine learning and computer vision research. So far, he has published more than 150 peer-reviewed publications and patents. He has led and contributed to six international projects in the areas of dermatology, ophthalmology and radiology with major industry companies like IBM Watson Health, medical AI unicorn startup Airdoc and medical service provider Molemap. These findings have been translated into health products and services that foster effective infectious disease interventions in Asia-Pacific.
His industry experience in IBM and NVIDIA has helped to define the prototype of the machine learning algorithm for the data platform. His research institute Monash eResearch provides Monash researchers and their collaborators with the ability to access to several High-Performance Computing facilities. This includes the Monash-hosted national specialised data-processing facility for imaging and visualisation.
研究兴趣
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arxiv(2024)
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Yinjie Jiang,Yang Shen,Lin Wang,Xun Chen,Jing Tang,Liu Liu, Tong Ma,Lie Ju,Yuzhong Chen,Zongyuan Ge, Xingtao Zhou,Xiaoying Wang
Journal of cataract and refractive surgeryno. 4 (2024): 319-327
Nyi N. Soe, Phyu M. Latt,Zhen Yu,David Lee,Cham-Mill Kim, Daniel Tran, Jason J Ong,Zongyuan Ge,Christopher K. Fairley,Lei Zhang
Journal of Infectionno. 4 (2024): 106128-106128
SEXUALLY TRANSMITTED DISEASESno. 1 (2024): S38-S39
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Aging cellno. 5 (2024): e14125-e14125
CVPR 2024 (2024)
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