姓名:袁晓辉
性别:男
毕业院校:北海道大学
最高学位:博士
职称:教授
办公地址:长春市新城大街2888号吉林农业大学
电子邮箱:yuanxh@gooalgene.com
个人简介:
学习经历:
1995.09-1999.07 武汉理工大学,汽车设计, 工学学士
1999.09-2002.04 武汉理工大学,计算机应用, 工学硕士
2004.04-2007.03 北海道大学,应用数学, 理学博士
工作经历:
2002.05-2003.09 中兴通讯南研所,工程师
2007.04-2010.03 北海道大学,博士后
2010.04-2017.12 中国科学院东北地理与农业生态研究所,研究员/博导
2015.01-2020.12 武汉理工大学 计算机学院 特聘教授/博导
2020.09-至 今 吉林农业大学 植物保护学院 教授/博导
研究方向:
菌物基因组学、表型组学、生物大数据挖掘。长期从事计算机与生命科学的交叉研究,将大数据、人工智能技术用于高通量表型组及多组学数据整合研究,解决分子设计育种中设备制造和分析算法等关键问题。
主要科研项目:
1. 国家自然科学基金重大项目子课题,(2021-2025)
2. 吉林省区域联合基金重点项目子课题,(2021-2024)
3. “科技助力经济2020”重点专项,(2020-2022)
4. 武汉市前资助科技计划项目,(2019-2021)
5. 国家重点研发计划“主要经济作物分子设计育种”子课题,(2016-2020)
6. 中国科学院战略性先导科技专项(A类)“分子模块育种”子课题,(2013-2017)
7. 国家自然科学基金青年基金,(2013-2017)
8. 中科院引进国外杰出人才项目,(2014-2016)
近年代表性学术成果:
论文:
1 Lu, Sijia; Dong, Lidong; Fang, Chao; Liu, Shulin; Kong, Lingping; Cheng, Qun; Chen, Liyu; Su, Tong; Nan, Haiyang; Zhang, Dan; Zhang, Lei; Wang, Zhijuan; Yang, Yongqing, Yu, Deyue; Liu, Xiaolei; Yang, Qingyong; Lin, Xiaoya; Tang, Yang; Zhao, Xiaohui; Yang, Xinquan; Tian, Changen; Xie, Qiguang; Li, Xia; Yuan, Xiaohui*; Tian, Zhixi*; Liu , Baohu*i; Weller, L. James* and Kong, Fanjiang*. Stepwise selection on homeologous PRR genes controlling flowering and maturity during soybean domestication, Nature Genetics, 2020
2 Yin, Lilin; Zhang, Haohao; Zhou, Xiang; Yuan, Xiaohui; Zhao, Shuhong; Li, Xinyun*; Liu, Xiaolei*. KAML: improving genomic prediction accuracy of complex traits using machine learning determined parameters, Genome biology, 2020
3 Fu, Yuhua; Xu, Jingya; Tang, Zhenshuang; Wang, Lu; Yin, Dong; Fan, Yu; Zhang, Dongdong; Deng, Fei; Zhang, Yanping; Zhang, Haohao; Wang, Haiyan; Xing, Wenhui; Yin, Lilin; Zhu, Shilin; Zhu, Mengjin; Yu, Mei; Li, Xinyun; Liu, Xiaolei*; Yuan, Xiaohui*; Zhao, Shuhong*. A gene prioritization method based on a swine multi-omics knowledgebase and a deep learning model, Communications biology, 2020
4 Huang, Wei; Zheng, Ping; Cui, Zhenhai; Li, Zhuo; Gao, Yifeng; Yu, Helong; Tang, You*; Yuan, Xiaohui*; Zhang, Zhiwu*. MMAP: a cloud computing platform for mining the maximum accuracy of predicting phenotypes from genotypes, Bioinformatics, 2020
5 Liu, Weizhen; Liu, Chang; Jin, Jingyi; Li, Dongye; Fu, Yongping*; Yuan, Xiaohui*. High-throughput phenotyping of morphological seed and fruit characteristics using X-ray computed tomography, Frontiers in plant science, 2020
6 Zhang, Haohao; Yin, Lilin; Wang, Meiyue; Yuan, Xiaohui*; Liu, Xiaolei*. Factors affecting the accuracy of genomic selection for agricultural economic traits in maize, cattle, and pig populations, Frontiers in genetics, 2019
7 Gan, Yangjing; Rong, Yi; Huang, Fei; Hu, Lun; Yu, Xiaohan; Duan, Pengfei; Xiong, Shengwu; Liu, Haiping; Peng, Jing; Yuan, Xiaohui*. Automatic hierarchy classification in venation networks using directional morphological filtering for hierarchical structure traits extraction, Computational biology and chemistry, 2019
8 Lu, Sijia; Zhao, Xiaohui; Hu, Yilong; Liu, Shulin; Nan, Haiyang; Li, Xiaoming; Fang, Chao; Cao, Dong; Shi, Xinyi; Kong, Lingping; Su,Tong; Zhang,Fengge; Li,Shichen; Wang,Zheng; Yuan, Xiaohui; Cober, R. Elroy; Weller, L. James; Liu, Baohui*; Hou, Xingliang*; Tian, Zhixi*; Kong, Fanjiang* . Natural variation at the soybean J locus improves adaptation to the tropics and enhances yield, Nature genetics, 2017
9 Yang, Jianqiu; Shi, Xinyi; Hu, Lun; Luo, Daipeng; Peng, Jing; Xiong, Shengwu; Kong, Fanjing; Liu, Baohui; Yuan, Xiaohui*. InDel marker detection by integration of multiple softwares using machine learning techniques , BMC bioinformatics, 2016
10 Shi, Xinyi; Peng, Jing; Yu, Xiaohan; Zhang, Xiaohong; Li, Dongye; Liu, Baohui; Kong, Fanjiang; Yuan, Xiaohui*. PopGeV: a web-based large-scale population genome browser, Bioinformatics, 2015
11 Zhao, Xiaohui; Cao, Dong; Huang, Zhijun; Wang, Jialin; Lu, Sijia; Xu, Yan; Liu, Baohui*; Kong, Fanjiang*; Yuan, Xiaohui*. Dual functions of GmTOE4a in the regulation of photoperiod-mediated flowering and plant morphology in soybean, Plant molecular biology, 2015
12 Peng, Jing; Shi, Xinyi; Sun, Yiming; Li, Dongye; Liu, Baohui; Kong, Fanjiang; Yuan, Xiaohui*. QTLMiner: QTL database curation by mining tables in literature, Bioinformatics, 2015