
吴凯 教授
国家重点研发计划首席科学家

吴凯 教授
国家重点研发计划首席科学家
2021-至今 华南理工大学 教授
2016-2021 华南理工大学 副教授
2004-2016 华南理工大学 助教、讲师
2011-2013 日本东北大学 博士后
2008-2011 日本东北大学 医学博士
2001-2004 华南理工大学 工学硕士
1997-2001 中国农业大学工学学士
生物医学工程(学博、学硕)、生物与医药(工程硕博)
多模态脑机接口、柔性传感技术、穿戴式医疗器械、医学人工智能、脑肠微生物轴等。
1.研究多模态脑机接口、柔性传感技术、穿戴式医疗器械、医学人工智能等技术在脑重大疾病诊疗及康复中的应用,开发了多模态脑机接口系统及软件平台、系列柔性穿戴式医疗器械、基于移动互联网的健康监护系统等产品。
2.基于多模态磁共振影像、肠道微生物等分析,采用人脑连接组学、微生物组学、机器学习等技术,研究人脑结构及功能网络的拓扑属性和“脑-肠-微生物轴”理论,分析人脑复杂网络及肠道菌群结构在发育及老化过程的变化规律,研究脑重大疾病(老年痴呆症、帕金森症、抑郁症、精神分裂症、双相情感障碍、焦虑症等)对脑结构及功能、肠道菌群的损伤机制、脑肠微生物关联机制、智能辅助诊断技术等。
采用人脑连接组学、微生物组学、机器学习等技术,系统研究了人脑结构及功能网络的拓扑属性和“脑-肠-微生物轴”理论,揭示了脑重大疾病(抑郁症、精神分裂症等)对脑结构和功能、肠道菌群的损伤机制以及脑肠微生物关联机制;研究多模态脑机接口、柔性传感及穿戴式医疗器械、医学人工智能等技术在慢性病监测及管理、重大疾病诊疗及康复中的应用,开发了多模态脑机接口系统及软件平台、系列柔性穿戴式医疗器械、基于移动互联网的健康监护系统等产品。
主持国家重点研发计划、国家自然科学基金、广东省杰出青年基金、广东省科技计划重大科技专项、广州市重点领域研发计划、广州市科技计划产学研协同创新重大专项等项目20 多项,参与国家重点研发计划、国家自然科学基金、广东省重点领域研发计划、广州市重点领域研发计划、广东省及广州市科技计划等项目20 多项。
以通讯作者在PNAS、Advanced Science、Advanced Functional Matierals、Research、Neuroimage、Human Brain Mapping、IEEE TNSRE等国际期刊上发表学术论文180多篇(Google引用超过 5000次,Google-H指数为38,单篇论文最高引用超320 次,ESI 热点论文3篇/高被引论文 7 篇)。参加国际学术会议20多次,做口头报告8次;参加国内学术会议100多次,其中邀请报告87次。申请发明专利 35项(授权24项),实用新型专利17项(授权14项),软件著作权5项。获得广东省科技进步奖二等奖、中国仪器仪表学会科技进步奖二等奖等科技奖励12项。
代表性论文列表:
1.Shijia Li△, Jie Song△, Pengfei Ke, Lingyin Kong, Bingye Lei, Jing Zhou, Yuanyuan Huang, Hehua Li, Guixiang Li, Jun Chen, Xiaobo Li, Zhiming Xiang, Yuping Ning, Fengchun Wu*, Kai Wu*. The gut microbiome is associated with brain structure and function in schizophrenia. Scientific Reports, 2021, 11:9743. (2021IF: 4.996; Q2/ Cited:18)【ESI高被引论文】
2.Guixiang Li, Dequn Huang, Lei Wang, Jing Zhou, Jun Chen*, Kai Wu*, Weikang Xu*. A new method of detecting the characteristic waves and their onset and end in electrocardiogram signals. Biomedical Signal Processing and Control, 2022, 75:103607. (2022IF: 5.1; Q1)
3.Pei Zhang△, Yifan Yang△, Zhaobo Li△, Yu Xue, Fucheng Wang, Liangjie Shan, Yafei Wang, Xuetao Shi*, Kai Wu*, Ji Liu*. Conducting Hydrogel-Based Neural Biointerfacing Technologies. Advanced Functional Materials. 2025: 2422869. (2024IF: 19; Q1)【Cover paper】
4.Runlin Peng△, Wei Wang△, Liqin Liang, Rui Han, Yi Li, Haiyuan Wang, Yuran Wang, Wenhao Li, Shixuan Feng, Jing Zhou, Yuanyuan Huang, Fengchun Wu*, Kai Wu*. The brain-gut microbiota network (BGMN) is correlated with symptom severity and neurocognition in patients with schizophrenia. Neuroimage, 2025(308):121052. (2024IF: 4.5; Q1)【ESI高被引论文】
5.Minxin Guo△, Heng Zhang△, Yuanyuan Huang, Yunheng Diao, Wei Wang, Zhaobo Li, Shixuan Feng, Jing Zhou, Yuping Ning, Fengchun Wu*, Kai Wu*. Transcriptional Patterns of Nodal Entropy Abnormalities in Major Depressive Disorder Patients with and without Suicidal Ideation. Research, 2025(8):0659. (2024IF: 10.7; Q1)【ESI高被引论文】
6.Baoyuan Zhu, Liqin Liang, Yuanyuan Huang, Haiyuan Wang, Jing Zhou, Dongsheng Xiong, Shaochuan Li, Hehua Li, Xiaobo Li, Shuhao Chen, Yuping Ning, Fengchun Wu*, Kai Wu*. Exploring the relationship between the gut microbiota and cognitive function in schizophrenia patients with distinct weights. Schizophrenia Research, 2025(24):103-113. (2024IF:3.5; Q1)
7.Wenhao Li , Chenyang Gao, Zhaobo Li, Yunheng Diao, Jiaxin Li, Jiayi Zhou, Jing Zhou, Ying Peng, Guanchu Chen, Xuechen Wu, Kai Wu*. BrainFusion: A Low-Code, Reproducible, and Deployable Software Framework for Multimodal Brain‒Computer Interface and Brain‒Body Interaction Research. Advanced Science, 2025, e17408. (2024IF:14.1; Q1)
8.Yuanyuan Huang△, Hehua Li△, Baoyuan Zhu, Shixuan Feng, Chenyu Liu, Ziyun Zhang, Yuping Ning, Kai Wu*, Fengchun Wu*. The association between gut microbiota and functional connectivity in cognitive impairment of first-episode major depressive disorder. Translational Psychiatry, 2025(15):449. (2024IF: 6.2; Q1)
9.Yunheng Diao, Yuanyuan Huang, Baoyuan Zhu, Minxin Guo, Wei Wang, Zhaobo Li, Wenhao Li, Heng Zhang, Jing Zhou, Xiaobo Li, Fengchun Wu*, Kai Wu*. Heterogeneity-Aware, Multiscale Annotation of Shared and Specific Neurobiological Signatures among Major Neurodevelopmental Disorders. Research, 2026. (2024IF: 10.9; Q1)
10.Fengchun Wu△, Baoyuan Zhu△, Shixuan Feng△, Hehua Li, Jing Zhou, Yuping Ning, Yuanyuan Huang*, Kai Wu*. The Brain-Gut Health Initiative (BIGHI): A Prospective Cohort on Psychiatric Disorders in China. Research, 2026. (2024IF: 10.9; Q1)
11.Fucheng Wang, Yu Xue*, Yafei Wang, Qiaobo Wang, Ping Wen, Xingmei Chen, Chang Wang, Liangjie Shan, Kai Wu*, Baoyang Lu*, Ji Liu*. Multimodal hydrogel bioelectronics for closed-loop diagnosis and treatment of cardiac diseases. Advanced Functional Materials, 2026. (2024IF: 19; Q1)
12.Baoyuan Zhu, Shuhao Chen, Yunheng Diao, Wei Wang, Yuanyuan Huang, Liqin Liang, Xiaodan Lu, Rui Han, Minxin Guo, Zhaobo Li, Shuhong Wang, Hehua Li, Chenyu Liu, Jing Zhou, Dongsheng Xiong, Xiaobo Li, Yuping Ning, Xuetao Shi*, Fengchun Wu*, Kai Wu*. Dissecting Ecological Structure of Health and Disease in the Global Gut Microbiome. Advanced Science, 2026.(2024IF: 14.3; Q1)