基本信息
潘毅  男  博导  中国科学院深圳先进技术研究院
电子邮件: yi.pan@siat.ac.cn
通信地址: 深圳市学苑大道1068号
邮政编码:

研究领域

主要研究领域是以云计算、大数据分析、人工智能、深度学习等为工具,进行生物信息和医疗信息的研究

教育背景

1988-09--1991-08   美国匹兹堡大学   博士研究生
1987-01--1988-08   美国匹兹堡大学   硕士研究生
1982-09--1984-12   清华大学   硕士研究生
1978-03--1982-07   清华大学   本科

专利与奖励

   
奖励信息
(1) Fellow of the Institution of Engineering and Technology, 一等奖, 其他, 2020
(2) Fellow of the Royal Society for Public Health, 一等奖, 其他, 2020
(3) ****, 一等奖, 部委级, 2012
(4) 长江学者讲座教授, 一等奖, 部委级, 2010
专利成果
[1] 王涵, 潘毅. 可解释性老年黄斑变性分类方法、装置及存储介质. CN202210432933.2, 2022-08-16.
[2] 潘毅, 陈维洋. 面部表情识别方法、装置、设备及可读存储介质. CN202210748378.4, 2022-06-29.
[3] 季春艳, 潘毅, 焦阳. 音频分类方法、装置、终端设备及存储介质. CN202210421899.9, 2022-04-21.
[4] 潘毅, 陈维洋. 自闭症的评估方法、评估装置、电子设备以及存储介质. CN202210385975.5, 2022-04-13.
[5] 张海平, 潘毅. 生成活性肽段的方法、装置、设备及存储介质. CN202210278322.7, 2022-03-22.

出版信息

   
发表论文
[1] Lan, Wei, Dong, Yi, Chen, Qingfeng, Zheng, Ruiqing, Liu, Jin, Pan, Yi, Chen, YiPing Phoebe. KGANCDA: predicting circRNA-disease associations based on knowledge graph attention network. BRIEFINGS IN BIOINFORMATICS[J]. 2022, 23(1): http://dx.doi.org/10.1093/bib/bbab494.
[2] Zhang, Haiping, Lin, Xiao, Wei, Yanjie, Zhang, Huiling, Liao, Linbu, Wu, Hao, Pan, Yi, Wu, Xuli. Validation of Deep Learning-Based DFCNN in Extremely Large-Scale Virtual Screening and Application in Trypsin I Protease Inhibitor Discovery. FRONTIERS IN MOLECULAR BIOSCIENCES[J]. 2022, 9: http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000812040200001.
[3] Pan, Yi, Lei, Xiujuan, Zhang, Yuchen. Association predictions of genomics, proteinomics, transcriptomics, microbiome, metabolomics, pathomics, radiomics, drug, symptoms, environment factor, and disease networks: A comprehensive approach. MEDICINAL RESEARCH REVIEWSnull. 2022, 42(1): 441-461, http://dx.doi.org/10.1002/med.21847.
[4] Zhang, Fangyu, Wei, Yanjie, Liu, Jin, Wang, Yanlin, Xi, Wenhui, Pan, Yi. Identification of Autism spectrum disorder based on a novel feature selection method and Variational Autoencoder. COMPUTERS IN BIOLOGY AND MEDICINE[J]. 2022, 148: http://dx.doi.org/10.1016/j.compbiomed.2022.105854.
[5] Cai, Zhipeng, Xiong, Zuobin, Xu, Honghui, Wang, Peng, Li, Wei, Pan, Yi. Generative Adversarial Networks: A Survey Toward Private and Secure Applications. ACM COMPUTING SURVEYS[J]. 2021, 54(6): http://dx.doi.org/10.1145/3459992.
[6] Lei, XiuJuan, Bian, Chen, Pan, Yi. Predicting CircRNA-Disease Associations Based on Improved Weighted Biased Meta-Structure. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY[J]. 2021, 36(2): 288-298, http://dx.doi.org/10.1007/s11390-021-0798-x.
发表著作
(1) Advances in Computer Science and Ubiquitous Computing, Lecture Notes in Electrical Engineering, 2020-05, 第 4 作者

科研活动

   
科研项目
( 1 ) Advancing Cybersecurity Learning Through Inquiry-based Laboratories on a Container-based Virtualization Platfrom, 主持, 研究所(学校), 2019-07--2022-06
( 2 ) 5th International Symposium on Bioinformatics Research and Applications, 主持, 研究所(学校), 2019-06--2021-06
( 3 ) Collaborative Learning in Cloud-based Virtual Computer Labs, 主持, 研究所(学校), 2017-08--2021-07