基本信息
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Bio
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.
Research Interests
Papers共 314 篇Author StatisticsCo-AuthorSimilar Experts
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Zhihong Lin,Chi Liu, Danli Shi, Yueye Wang,Wenyi Hu, Jacqueline Henwood, Katerina Kiburg,Peter van Wijngaarden, Malcolm Clark, Xianwen Shang,Xiaotong Han,Lei Zhang,Mingguang He,Zongyuan Ge
Computers in Biology and Medicine (2025): 109941
International Conference on Computational Linguisticspp.269-280, (2025)
AAAI 2025no. 5 (2025): 4968-4976
arxiv(2025)
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Feilong Tang, Zhongxing Xu, Ming Hu, Wenxue Li, Peng Xia, Yiheng Zhong, Hanjun Wu,Jionglong Su,Zongyuan Ge
AAAI 2025no. 7 (2025): 7220-7228
Xinkun Wang, Yifang Wang, Senwei Liang,Feilong Tang, Chengzhi Liu, Ming Hu, Chao Hu,Junjun He,Zongyuan Ge,Imran Razzak
CoRR (2025)
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CoRR (2025)
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arxiv(2025)
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Yiheng Zhong, Zihong Luo, Chengzhi Liu,Feilong Tang, Zelin Peng, Ming Hu, Yingzhen Hu,Jionglong Su,Zongyuan Ge,Imran Razzak
arxiv(2025)
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CoRR (2025)
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Author Statistics
#Papers: 312
#Citation: 15286
H-Index: 40
G-Index: 123
Sociability: 8
Diversity: 2
Activity: 266
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