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庄哲民

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职称:教授, 博士生导师

广东省人工智能与现代超声工程技术研究中心 主任

汕头市电子学会 理事长

邮箱地址:zmzhuang@stu.edu.cn


庄哲民工学博士,教授,博士生导师,现为广东省人工智能与现代超声工程技术研究中心、买球最好的网站智能超声技术联合创新实验室主任,汕头市电子学会理事长,国家自然科学基金、广东省自然科学基金同行评议专家,广东省科技项目评审专家,广东省高校团队建设专项资金项目和广东省专业技术资格评审专家,广东省本科高校电气类专业教学指导委员会委员。并担任IEEE Journal of Biomedical and Health Informatics、Pattern Recognition Letters,计量学报,传感技术学报、测试技术学报、应用科学学报等国内外学术刊物的审稿专家。多年来一直从事智能信号处理、医学影像处理、深度学习、无线传感网络等方面的工作。近年来,主持参与多项国家自然科学基金面上项目、广东省重大科技专项项目、广东省自然科学基金重点项目及企业合作项目的研究共承担各类研究项目20余项,在国内外学术期刊和会议上发表论文80余篇,获得的专利10余项;获得南粤优秀教师,广东省教学成果一等奖,汕头市名师等多项省,市,学校教学、科研奖励。


受教育研究工作经历:

2000/02–2002/12,东南大学,测试计量技术及仪器专业,工学博士

1989/09–1992/03,东南大学,测试计量技术及仪器专业,工学硕士

1992/04–至今,买球最好的网站,买球最好的网站电子工程系,教授;

期间:2006/6-2011担任电子工程系主任,2007/6-2010/6担任买球最好的网站副经理


主持的国家和省科技项目;

在研项目:

1、国家自然科学基金面上项目,基于全自动乳腺容积超声成像及三维深度学习的乳腺肿瘤分割与分类模型研究与应用,55万, 项目号:82071992,2021/1-2024/12,主持人:庄哲民

2、广东省基础与应用基础研究基金-重点项目,基于域迁移及辅助监督网络STE和VFM的心功能定量诊断关键技术问题研究与应用,100万,项目号:2020B1515120061,2020/10/01-2023/09/3,主持人:庄哲民

3、广东高校省级重大科研项目,基于人工智能的乳腺肿瘤超声影像智能分析与研究,25万,项目号:2019KZDZX1013,2020/3/18-2022/12/18,主持人:庄哲民

4、企业项目:智能超声技术联合创新实验室项目,105万元,2019.10-2021.10,负责人: 庄哲民

近年已完成项目:

1、广东省应用型科技研发专项重大项目:适用于心脑血管专科诊断的中高端彩色多普勒超声诊断系统核心技术研发及产业化,2015B020233018,2015/11/23-2018/11/23,500万,主持人: 庄哲民

2、国家自然科学基金:基于无线传感网络的建筑火灾耦合映像格子模型研究与应用,61471228,2014/8-2018/8,83万,主持人: 庄哲民

3、国家自然科学基金:基于无线传感网络的早期火灾信息分布式压缩感知识别,61070152,,2010/8-2013/8,33万,主持人: 庄哲民

4、广东省重大科技专项:基于复合总线的智能家电一体化接口设计与标准化,2011A080401009,2011/10-2014/10,15万,主持人: 庄哲民

5、粤港关键领域重点突破项目:电力电器行业技术创新服务与支持平台,2011498C1,2012/10-2015/10,30万,主持人: 庄哲民


发表的论文及专利。

已获得专利:

1、庄哲民,张聪友:一种自适应背景更新的视频压缩传输方法及系统A video compression transmission method and system with adaptive background update(发明专利),专利号:ZL201310268209.1,授权日:2016.09.7

2、庄哲民,庄树昕,陈敬楠,陈柱鹏 刘博:一种对红外图像阵列传感器灰尘干扰进行校准的方法与装置Method and device for calibrating dust interference of infrared image array sensor(发明专利),专利号:ZL201811306247.0授权日:2020年8月11日

3、庄哲民,庄树昕,雷乃海:种利用图像斑块追踪方法实现偏移定位测量的方法与装置Method for realizing offset positioning measurement by using image patch tracking method(发明专利),专利号:ZL201810101601.X,授权日:2020年9月4日

4、庄哲民,曾书涛:一种无刷直流电机外转子机壳及其制作工艺Design and manufacturing process of a brushless DC motor outer rotor casing(发明专利),专利号:ZL201510785367.3,授权日:2018.08.07

5、高伟,庄哲民,曾书涛,黄慕斌:一种基于物联网的用于搜救的新型无人机A new type of UAV for search and rescue based on the Internet of Things(发明专利),专利号:ZL201610156061.6,授权日:2018.02.09

6、 庄哲民:一种基于红外光检测汤浓度的检测装置(实用新型),专利号:ZL 2011 2 0357388.2,授权日:2011.09.20

7、庄哲民,谢俊鹏,陆威豪:一种可聚焦投影的多功能LED灯装置(实用新型),专利号:ZL201621186145.6,授权日:2016.10.28

进入实审的专利:

1、庄哲民,樊广文,陈淑婷,赵雷,袁野:一种利用超声造影血流灌注参数彩色映射图进行组织分割的方法(发明专利),专利申请号:201910072643.X,申请日:2019.01.24

2、庄哲民,龚家铭,雷乃海:一种用于图像相似度比对的方法、装置及存储介质(发明专利),专利申请号:201710680751.6,申请日:2017.08.10

3、庄哲民、庄树昕、陈贵清、袁野,一种基于卷积神经网络监督的三维图像分割方法A 3D Image Segmentation Method Based on Supervision by Convolutional Neural Network(发明专利),专利申请号:202011040012.9,申请日:2021.01.28

4、庄树昕、丁万里、 庄哲民、袁野,一种全容积三维超声图像的多维特征提取方法A Multi-dimensional Feature Extraction Method for Full-Volume Three-dimensional Ultrasound Images(发明专利),专利申请号:202011040013.3,申请日:2021.01.28


发表论文:

1、Shuxin Zhuang, Fenlan Li , Alex Noel Joseph Raj, Wanli Ding, Wang Zhou,Zhemin Zhuang(通信作者),Automatic segmentation for ultrasound image of carotid intimal-media based on mproved superpixel generation algorithm and fractal theory, Computer Methods and Programs in Biomedicine, Vol.205, June 2021, 106084, doi.org/10.1016/j.cmpb.2021.106084 (SCI, Q1,中科院二区,IF=5.428)

2、Shuxin Zhuang,Fenlan Li,Zhemin Zhuang,Wenbin Rao,Alex Noel Joseph Raj,and Vijayarajan Rajangam. Improved ECG-Derived Respiration Using Empirical Wavelet Transform and Kernel Principal Component Analysis,Computational Intelligence and Neuroscience,Volume 2021, Article ID 1360414, https://doi.org/10.1155/2021/1360414 (SCI, Q1,中科院三区,IF=3.63)

3、Zhuang, Zhemin,Yang, Zengbiao,Alex Noel Joseph Raj,Wei, Chuliang,Jin Pengcheng, Zhuang, Shuxin,Breast ultrasound tumor image classification using image decomposition and fusion based on adaptive multi-model spatial feature fusion,Computer Methods and Programs in Biomedicine,2021(208),106221,DOI10.1016/j.cmpb.2021. 106221 (SCI, Q1,中科院二区,IF=5.428)

4、Zhemin Zhuang,Wanli Ding,Shuxin Zhuang,Alex Noel Joseph Raj,Jinhong Wang,Wang Zhou , Chuliang Wei,Tumor classification in automated breast ultrasound (ABUS) based on amodified extracting feature network, Computerized Medical Imaging and Graphics ,Vol.90, 2021, 101925:10.1016/j.compmedimag.2021.101925 (SCI, Q1,中科院二区,IF=4.79)

5、Zhuang Zhemin,Yang Zengbiao,Zhuang Shuxin,Alex Noel Joseph Raj,Yuan Ye,Nersisson Ruban,Multi-Features-Based Automated Breast Tumor Diagnosis Using Ultrasound Image and Support Vector Machine, COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE,2021,9980326,DOI10.1155/2021/9980326 (SCI, Q1,中科院三区,IF=3.63)

6、Zhuang Zhemin, Jin Pengcheng,Joseph Raj, Alex Noel,Yuan Ye,Zhuang Shuxin, Automatic Segmentation of Left Ventricle in Echocardiography Based on YOLOv3 Model to Achieve Constraint and Positioning,COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE,2021(3772129),DOI10.1155/2021/3772129 (SCI, Q1,中科院四区,IF=2.238)

7Zhemin Zhuang,Guangwen Fan, Lei, Alex Noel Joseph Raj, Shunmin Qiu, Ye Yuan. A Fuzzy clustering based Color-Coded diagram for effective illustration of Blood perfusion parameters in contrast-enhanced ultrasound videos,Computer Methods and Programs in Biomedicine, 2020,190(105233),https://doi.org/10.1016/j. cmpb.2019.105233(SCI, Q1,中科院二区,IF=5.428)

8、Lei Zhao, Fei Li,Zhemin Zhuang(通信作者), Zhenwei Li, and Zejia LuoA, Dual Half-Bridge Converter with Current Doubler Rectifie, IEEE Transactions on Industrial Electronics, 2020,67(8):6398-6406,DOI10.1109/TIE.2019.2935986Early Access, 30 August 2019, https://ieeexplore.ieee.org/document/ 8821564(SCI, Q1,中科院一区IF=9.65)

9、Zhemin Zhuang,Kang Yuqiang,Raj Alex Noel Joseph,Yuan Ye,Ding Wanli,Qiu Shunmin,Breast ultrasound lesion classification based on image decomposition and transfer learning,MEDICAL PHYSICS,OCT 2020,47(12):6257-6269DOI: 10.1002/mp.14510SCI, Q1,中科院三区IF=4.071

10Zhemin Zhuang, Naihai Lei, Alex Noel Joseph Raj, Shunmin Qiu, Application of fractal theory and fuzzy enhancement in ultrasound image segmentation,Medical & Biological Engineering & Computing, March 2019,Volume 57,Issue3,pp 623–632SCI, Q2,中科院三区,IF=2.6

11Zhemin Zhuang,Guobao Liu,Wanli Ding,Alex Noel JosephRaja,Shunmin Qiu,Jing feng Guo,YeYuanm, Cardiac VFM visualization and analysis based on YOLO deep learning model and modified 2D continuity equation,Computerized Medical Imaging and Graphics,Vol. 82, June 2020:https://doi.org/10.1016/j. compme dimag. 2020.101732(SCI, Q1,中科院二区,IF=4.79)

12、Zhemin Zhuang,Nan Li,Alex Noel Joseph RajID,Vijayalakshmi G. V. Mahesh,Shunmin Qiu.An RDAU-NET model for lesion segmentation in breast ultrasound images. online, August 2019,PLoS ONE 14(8):e0221535, doi:10.1371/journal.pone.0221535SCI, Q1,中科院三区,IF=3.02

13、Zhemin Zhuang, Alex Noel Joseph Raj, Atyant Jain, Nersisson Ruban, Saksham Chaurasia,Nan Li, M. Lakshmanan, Nipple Segmentation and Localization Using Modified U-Net on Breast Ultrasound Images, Journal of Medical Imaging and Health Informatics ,Vol. 9, 1827–1837, 2019(SCIQ4, IF=0.65)

14、Alex Noel Joseph Raj, Rahul Sundaram , Vijayalakshmi G.V. Mahesh,Zhemin Zhuangand Alessandro Simeone, A Multi-Sensor System for Silkworm Cocoon Gender Classification via Image Processing and Support Vector Machine, Sensors, June 201919(12):2656,SCI, Q1, IF=3.72

15Lei Zhao,Jikai Chen,Tongxin Chen,Yi Shi,Zhun Fan,Zhemin ZhuangZero-Voltage and Zero-Current Switching Dual-Transformer-Based Full-Bridge Converter With Current Doubler Rectifier,IEEE Transactions on Power Electronics,2020,35(12): 12949-12958SCI,Q1,IF=7.2

16、Adapa Dharmateja,Raj, Alex Noel Joseph,Alisetti Sai Nikhi,Zhuang Zhemin,Ganesan K,Naik Ganesh. A supervised blood vessel segmentation technique for digital Fundus images using Zernike Moment based features,PLOS ONE,2020, 15(3): e0229831,DOI: 10.1371/journal.pone.02298312020SCI, Q1, IF=3.02

17、Alex Noel Joseph,Nersisson Ruban,Mahesh Vijayalakshmi G. V.,Zhuang Zhemin,Nipple Localization in Automated Whole Breast Ultrasound Coronal Scans Using Ensemble Learning,ULTRASONIC IMAGING,2021,43(1): 29-45(SCI, Q2, IF=1.571)

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