朱金林,研究员、硕士,博士生导师。2016年于浙江大学取得博士学位,2017-2020年分别于香港科技大学与新加坡南洋理工大学从事博士后研究,于2020年加入江南大学担任研究员。从事人工智能与精准营养、食品信息学等相关交叉领域的研究。近年来,以第一作者和通讯作者发表SCI检索论文40余篇。主编本科生和研究生教材2部。主持国家自然科学基金项目、江苏省基金项目。入选江苏省双创博士,江南大学至善青年学者,无锡市太湖人才计划创新领军人才。曾获中国自动化学会优秀博士学位论文,浙江省自然科学奖二等奖。
1.Guanhua Qiao, Dachuan Zhang, Nana Zhang, Xiaotao Shen, Xidong Jiao, Wenwei Lu, Daming Fan, Jianxin Zhao, Hao Zhang, Wei Chen, and Jinlin Zhu*. Food Recommendation Towards Personalized Wellbeing. Trends in Food Science & Technology, 2025: 104877.
2.M Luo, Y Wei, J Jia, Y Li, C Zhou, Z Yang, L Yu, W Lu, H Zhang, J Zhao, W Chen, J Zhu* (2025). Gut microbiome network ensemble analysis for identifying disease-specific key species in targeted interventions. Food Bioscience, 106696.
3.Liming Nong, Guohao Peng, Tianyang Xu, and Jinlin Zhu*. From ensemble to knowledge distillation: Improving large-scale food recognition. Engineering Applications of Artificial Intelligence, 2025: 110727.
4.J Chen, J Yin, H Xie, W Lu, H Wang, J Zhao, J Zhu* (2024). Mannan-oligosaccharides promote gut microecological recovery after antibiotic disturbance, Food & Function, 15(7): 3810-3823.
5.Huiqin Zhang, Jie Zhang, Ling Zhao, Bingqian Yu, Hao Zhang, Wenwei Lu*, Jinlin Zhu*,Comprehensive Database for Food-Gut Microbiota-Disease Interactions (FGMDI) Analysis and Dietary Recommendation Applications. Food Bioscience, 2024: p. 104091.
6.Jinlin Zhu, Jialin Yin, Jing Chen, Mingyi Hu, Wenwei Lu, Hongchao Wang, Hao Zhang, Wei Chen,Integrative analysis with microbial modelling and machine learning uncovers potential alleviators for ulcerative colitis. Gut Microbes, 2024.16(1): p. 2336877.
7.Jinlin Zhu, Heqiang Xie, Zixin Yang, Jing Chen, Jialin Yin, Peijun Tian, Hongchao Wang, Jianxin Zhao, Hao Zhang, Wenwei Lu, Wei Chen, Statistical modeling of gut microbiota for personalized health status monitoring. Microbiome, 2023.11(1): p. 184.
8.Mingyi Hu, Jinlin Zhu*, Guohao Peng, Wenwei Lu, Hongchao Wang, Zhenping Xie,IMOVNN: incomplete multi-omics data integration variational neural networks for gut microbiome disease prediction and biomarker identification. Briefings in Bioinformatics, 2023.24(6): p. bbad394.
1.基于饮食-肠道菌群-疾病数据库的膳食推荐模型构建方法
2.一种基于肠道微生物统计模型实现健康状态监测的方法
3.一种基于肠道菌群预测模型集成学习的年龄预测方法
食品数据机器学习基础及应用
营养与健康大数据