信息管理与信息系统专业

曾卫明(东方学者、博导)

曾卫明,博士,教授,博士生导师,信息工程学院副院长,上海高校特聘教授(东方学者),交通部“交通青年科技英才”,上海海事大学“生物医学信息处理与应用”学术创新团队负责人,“数字影像与智能计算”实验室负责人,中国计算机学会高级会员及计算机应用专委会委员,中国人工智能学会高级会员及模式识别专委会委员,中国生物医学工程学会高级会员,上海计算机学会人工智能专委会委员及多媒体专委会委员、浦东新区计算机协会副会长,IEEE 高级会员,上海市学位委员会计算机学科评议组成员,PLoS ONE期刊编委。1995年、2002年和2005年西安建筑科技大学和东南大学本科、硕士和博士毕业。2006年-2008年,美国约翰.霍普金斯大学Kirby脑功能成像研究中心博士后。研究方向主要涉及图像处理与模式识别、大数据与数据挖掘、脑科学与人工智能、智能交通信息处理等。在NeuroImage、IEEE Transactions on Biomedical Engineering、IEEE Journal of Biomedical and Health Informatics、Magnetic Resonance Imaging、Journal of Neuroscience Methods、Computer Methods and Programs in Biomedicine、Frontiers in Psychology、Biomedical Signal Processing and Control、计算机学报、电子学报等国内外学术期刊或重要国际会议上公开发表学术论文70来篇,授权国家发明专利3项,正主持或完成国家自然科学基金项目、教育部基金项目、上海科委、上海教委等项目近20项。目前,正在与国内多家航运企业合作,开展对海员脑功能检测及其在海员心理健康体检、航运作业安全管理和海员招聘等方面的特色应用研究。曾获上海市育才奖、上海市优秀硕士学位论文成果指导老师、上海海事大学刘浩清师资培养奖及上海海事大学“优秀研究生导师”称号等。

近年来主要学术论文(*通信作者):

Wang NZ Chang CQ, Zeng WM, Shi YH, Yan HJ. A novel feature-map based ICA model for identifying the individual, intra/inter-group brain networks across multiple fMRI datasets, Frontiers in Neuroscience, 2017.

Shi YH, Zeng WM*, Tang XY, Kong W, Yin J. An improved multi-objective optimization-based CICA method with data-driver temporal reference for group fMRI data analysis, Medical & Biological Engineering & Computing, 2017.

Tang XY, Zeng WM*, Shi YH, Zhao L. Brain Activation Detection by Modified Neighborhood One-class SVM on fMRI Data, Biomedical Signal Processing and Control, 2017.

Shi YH, Zeng WM*,Wang NZ, Zhao L. A new method for independent component analysis with priori information based on multi-objective optimization. Journal of Neuroscience Methods, 2017.

Shi YH, Zeng WM*,Wang NZ. SCGICAR: Spatial concatenation based group ICA with reference for fMRI data analysis ,Computer Methods and Programs in Biomedicine, 2017.

Tang XY, Zeng WM*,  Wang NZ, Shi YH, Zhao L. A Novel Layered Data Reduction Mechanism for Clustering fMRI Data,  Biomedical Signal Processing and Control, 2016.

曾卫明, 王倪传, 石玉虎, 颜虹杰. 功能磁共振成像视角下的脑功能连通性分析与脑可塑性, 数据采集与处理, 2016.

刘瑛华,曾卫明,时莹超,王倪传,石玉虎. 一种基于IC指纹和SVM的海员心理状况评估方法,中华航海医学与高气压医学杂志,2016.

Wang NZ, Zeng WM*, Chen DTL. A Novel Sparse Dictionary Learning Separation (SDLS) Model with Adaptive Dictionary Mutual Incoherence Constraint for fMRI Data Analysis, IEEE Transactions on Biomedical Engineering, 2016.

Yin J, Zeng WM, Wei L. Optimal Feature Extraction Methods for Classification Methods and Their Applications to Biometric Recognition. Knowledge-Based Systems,2016.

Yin J, Wei L, Song M, Zeng WM. Optimized Projection for Collaborative Representation based Classification and Its Applications to Face Recognition. Pattern Recognition Letters, 2016.

Song M, Shinomori K, Qian Q, Yin J, Zeng WM. The Change of Expression Configuration Affects Identity-Dependent Expression Aftereffect but Not Identity-Independent Expression Aftereffect,Front Psychol., 2015.

陈敦耀, 杨嘉君, 曾卫明, 徐艳红, 焦磊. 基于复杂网络的偏头痛患者脑功能连通性研究, 中国医学影像学杂志, 2015.

时莹超,曾卫明*,黄志坚,王树江. 基于功能磁共振成像技术的海员心理健康评估方法研究,中华航海医学与高气压医学杂志,2015.

王德方,曾卫明,王倪传. 基于改进K-means算法的不均匀光照下道路裂缝检测,计算机应用与软件,2015.

Shi YH, Zeng WM*, Wang NZ, Chen DTL. A novel fMRI group data analysis method based on data-driven reference extracting from group subjects, Computer Methods and Programs in Biomedicine, 2015.

Tang XY, Zeng WM*,  Wang NZ, Yang JJ. An Adaptive RV Measure Based Fuzzy Weighting Subspace Clustering (ARV-FWSC) for fMRI Data Analysis, Biomedical Signal Processing and Control, 2015.

Shi YC, Zeng WM*, Wang NZ, Wang SJ, Huang ZJ. Early warning for human mental sub-health based on fMRI data analysis: an example from a seafarers’ resting-data study, Frontiers in Psychology, 2015.

Wang NZ, Zeng WM*, Chen DTL, Yin J, Chen L. A Novel Brain Networks Enhancement Model(BNEM) for BOLD fMRI Data Analysis with Highly Spatial Reproducibility, IEEE Journal of Biomedical and Health Informatics, 2015.

Wang NZ, Zeng WM*, Shi YC, Ren TL, Jing YS, Yin J, Yang JJ. WASICA: An effective wavelet-shrinkage based ICA model for brain fMRI data analysis, Journal of Neuroscience Methods, 2015.

Jing YS,  Zeng WM*, Wang NZ, Ren TL, Shi YC, Yin J, Xu Q. GPU-based parallel group ICA for functional magnetic resonance data, Computer Methods and Programs in Biomedicine, 2015

Ren TL, Zeng WM*, Wang NZ, Chen L, Wang CL. A novel approach for fMRI data analysis based on the combination of sparse approximation and affinity propagation clustering, Magnetic Resonance Imaging, 2014. (MDLinx评为Featured Article)

Wang NZ, Zeng WM*, Chen L. SACICA:A sparse approximation coefficients based ICA model for functional magnetic resonance imaging data analysis, Journal of Neuroscience Methods, 2013.

Yao SN, Zeng WM*, Wang NZ, Chen L. Validating the performance of one-time decomposition for fMRI analysis using ICA with automatic target generation process, Magnetic Resonance Imaging, 2013. (MDLinx评为Featured Article)

Chen LD, Zeng WM, Wang NZ. Container-Code Pattern Recognition Based on Attribute Grid Computing. Proceedings-2013 IEEE International Conference on Granular Computing, GrC 2013.

Chen L, Zeng WM, Cai YC, Huang T. Prediction of metabolic pathway using graph property, chemical structure set and chemical functional group, Current Bioinformatics,2013.

Chen L, Zeng WM, Cai YC, Feng KY, Chou KC. Predicting Anatomical Therapeutic Chemical (ATC) Classification of Drugs by Integrating Chemical-Chemical Interactions and Similarities, PLoS ONE, 2012.

Wang NZ, Zeng WM*, Chen L. A Fast-FENICA method on resting-state fMRI data. Journal of Neuroscience Methods, 2012.

Chen L, Zeng WM, Lu CH. NP-completeness and APX-completeness of restrained domination in graphs. Theoretical Computer Science, 2012.

Zeng WM*, Qiu AQ, Chodkowski BA, Pekar JJ. Spatial and temporal reproducibility-based ranking of the independent components of BOLD fMRI data. NeuroImage,2009.

授权国家发明专利:

心理健康评估分类器的静息态功能磁共振数据处理方法, CN104207778B,曾卫明; 时莹超; 王倪传

一种基于信号稀疏近似的脑功能连通区域检测方法, CN103006220B,王倪传; 曾卫明; 王晗; 姚胜南

一种基于仿射聚类的静息脑功能连通区域检测方法, CN103211597B,任天龙; 曾卫明; 王倪传

指导研究生的主要获奖情况:

上海市优秀硕士学位论文成果奖:王倪传、景艳山

上海市优秀硕士毕业生:王倪传、时莹超、任天龙、陈敦耀

研究生国家奖学金:王倪传、朱亚杰

优秀博士学位论文培育项目:王倪传、石玉虎

优秀研究生培育计划:任天龙、时莹超、陈艳阳、陈东太郎

上海海事大学优秀硕士学位论文:王倪传、王晗、时莹超、任天龙、陈敦耀

学术和社会服务:

国家科技奖励评审专家、科技部科技评估项目专家、国家自然科学基金通信评审专家; PLoS ONE期刊编委, Journal of Electrical and Computer Engineering特刊客座编辑; Magnetic Resonance Imaging、Information Science、Medical  and Biological Engineering and Computing、Psychiatry Research: Neuroimaging,Brain Imaging and Behavior,IEEE Transactions on nanobioscience、Computer Methods and Programs in Biomedicine等学术期刊审稿人.

研究生招生:

每年计划招收博士生1名,硕士生3-5名

Emailzengwm86@163.com