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Home /Home /Faculty Team /Faculty Directory /Department of Electronic Engineering /Content

Zhuang Zhemin

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Title: Second-Class Professor, Doctoral Supervisor

Director of Guangdong Provincial Research Center for Artificial Intelligence and Modern Ultrasound Engineering Technology

Chairman of Shantou Electronic Society

Email: zmzhuang@stu.edu.cn

Zhuang Zhemin holds a Doctor of Engineering degree, and is a Second-Class Professor and doctoral supervisor. He is a dual-appointed professor at the College of Engineering and the First Affiliated Hospital of Medical College, and the academic leader of Electronic Information discipline. He founded and serves as the director of Guangdong Provincial Research Center for Artificial Intelligence and Modern Ultrasound Engineering Technology, director of Shantou University Joint Innovation Laboratory of Intelligent Ultrasound Technology, and chairman of Shantou Electronic Society. He has been selected into the Outstanding Talent Program of Shantou University as a Top-notch Talent twice.

He is a peer review expert for the National Natural Science Foundation of China and Guangdong Provincial Natural Science Foundation, a review expert for Guangdong provincial science and technology projects, an expert for special fund projects of university discipline construction and professional technical qualification evaluation in Guangdong Province, and a member of the Teaching Guidance Committee for Electrical Majors of Guangdong Undergraduate Universities. He has long served as Head of Electronic Engineering Department, Vice Dean and Secretary of General Party Branch of the College of Engineering.

He acts as a reviewer for domestic and international academic journals including IEEE Journal of Biomedical and Health Informatics, Pattern Recognition Letters, Journal of Metrology, Journal of Sensor Technology, Journal of Test and Measurement Technology, and Journal of Applied Science.

His long-term research interests include artificial intelligence, medical image processing, and wireless sensor networks. In recent years, he has presided over more than 20 various scientific research projects, including General Projects of National Natural Science Foundation of China, Major Science and Technology Special Projects of Guangdong Province, Key Projects of Guangdong Provincial Natural Science Foundation, and enterprise cooperative projects, with a total research fund of over 10 million RMB. He has published more than 80 academic papers in domestic and international journals and conferences, among which over 40 papers are indexed by SCI. He has obtained more than 10 patents. He has won numerous provincial, municipal and university-level teaching and research awards, including Excellent Teacher of South Guangdong, First Prize and Second Prize of Guangdong Provincial Teaching Achievement Award, and Shantou Municipal Famous Teacher.

Educational Background and Working Experience

Feb. 2000 – Dec. 2002: Ph.D. in Measuring, Testing Technology and Instrumentation, Southeast University

Sep. 1989 – Mar. 1992: Master of Engineering in Measuring, Testing Technology and Instrumentation, Southeast University

Apr. 1992 – Present: Professor, Department of Electronic Engineering, College of Engineering, Shantou University

Concurrent appointments during tenure:

Jun. 2006 – Jun. 2011: Head of Electronic Engineering Department

Jun. 2007 – Jun. 2010: Vice Dean of the College of Engineering

Sep. 2008 – Jun. 2011: Secretary of General Party Branch of the College of Engineering

Presided and Completed National & Provincial Scientific Research Projects

  1. General Project of Guangdong Provincial Natural Science Foundation, Ultrasound Cardiac Function Assessment Based on Deep Learning and Hemodynamic Nonlinear Dynamic Model, Fund: 100,000 RMB, Project No.: 2025A1515012943, Mar. 2025 – Dec. 2027

  2. General Project of National Natural Science Foundation of China, Research and Application of Breast Tumor Segmentation and Classification Model Based on Automated Breast Volume Ultrasound Imaging and 3D Deep Learning, Fund: 550,000 RMB, Project No.: 82071992, Jan. 2021 – Dec. 2024, Principal Investigator: Zhuang Zhemin

  3. Key Project of Guangdong Basic and Applied Basic Research Foundation, Research and Application of Key Technologies for Quantitative Diagnosis of Cardiac Function Based on Domain Adaptation and Auxiliary Supervision Networks STE and VFM, Fund: 1,000,000 RMB, Project No.: 2020B1515120061, Oct. 1, 2020 – Sep. 3, 2023, Principal Investigator: Zhuang Zhemin

  4. Major Scientific Research Project of Guangdong Higher Education Institutions, Intelligent Analysis of Breast Tumor Ultrasound Images Based on Artificial Intelligence, Fund: 250,000 RMB, Project No.: 2019KZDZX1013, Mar. 18, 2020 – Dec. 18, 2022, Principal Investigator: Zhuang Zhemin

  5. Major Project of Guangdong Applied Science and Technology Research and Development Special Fund, Research, Development and Industrialization of Core Technologies of Mid-to-high End Color Doppler Ultrasound Diagnostic System for Cardiovascular and Cerebrovascular Specialty Diagnosis, Project No.: 2015B020233018, Nov. 23, 2015 – Nov. 23, 2018, Fund: 5,000,000 RMB, Principal Investigator: Zhuang Zhemin

  6. Enterprise Project: Intelligent Ultrasound Technology Joint Innovation Laboratory Project, Fund: 2,100,000 RMB, Oct. 2019 – Oct. 2024, Person in Charge: Zhuang Zhemin

  7. National Natural Science Foundation of China, Research and Application of Coupled Cellular Automaton Model of Building Fire Based on Wireless Sensor Networks, Project No.: 61471228, Aug. 2014 – Aug. 2018, Fund: 830,000 RMB, Principal Investigator: Zhuang Zhemin

  8. National Natural Science Foundation of China, Distributed Compressive Sensing Recognition of Early Fire Information Based on Wireless Sensor Networks, Project No.: 61070152, Aug. 2010 – Aug. 2013, Fund: 330,000 RMB, Principal Investigator: Zhuang Zhemin

  9. Major Science and Technology Special Project of Guangdong Province, Integrated Interface Design and Standardization of Intelligent Household Appliances Based on Composite Bus, Project No.: 2011A080401009, Oct. 2011 – Oct. 2014, Fund: 150,000 RMB, Principal Investigator: Zhuang Zhemin

  10. Guangdong-Hong Kong Key Field Breakthrough Project, Technology Innovation Service Platform for Power and Electrical Industry, Project No.: 2011498C1, Oct. 2012 – Oct. 2015, Fund: 300,000 RMB, Principal Investigator: Zhuang Zhemin

Granted Patents

  1. Zhuang Shuxin, Zhuang Zhemin, Chen Jiawei. A Method, System, Device and Medium for Ultrasound Image Target Enhancement Processing. Patent No.: ZL202311157291.0, Granted Date: Dec. 2, 2025

  2. Zhuang Shuxin, Zhuang Zhemin, Chen Guiqing. A 3D Image Segmentation Method Based on Convolutional Neural Network Supervision. Invention Patent, Patent No.: ZL202011040012.9, Granted Date: Oct. 1, 2023

  3. Zhuang Shuxin, Ding Wanli, Zhuang Zhemin. A Multi-dimensional Feature Extraction Method for Full-volume 3D Ultrasound Images. Invention Patent, Patent No.: ZL202011040013.3, Granted Date: Sep. 5, 2023

  4. Zhuang Zhemin, Zhang Congyou. An Adaptive Background Updating Video Compression Transmission Method and System. Invention Patent, Patent No.: ZL201310268209.1, Granted Date: Sep. 7, 2016

  5. Zhuang Zhemin, Zhuang Shuxin, Chen Jingnan, Chen Zhupeng, Liu Bo. A Method and Device for Calibrating Dust Interference of Infrared Image Array Sensors. Invention Patent, Patent No.: ZL201811306247.0, Granted Date: Aug. 11, 2020

  6. Zhuang Zhemin, Zhuang Shuxin, Lei Naihai. A Offset Positioning Measurement Method and Device Using Image Patch Tracking. Invention Patent, Patent No.: ZL201810101601.X, Granted Date: Sep. 4, 2020

  7. Zhuang Zhemin, Zeng Shutao. Outer Rotor Casing of Brushless DC Motor and Its Manufacturing Process. Invention Patent, Patent No.: ZL201510785367.3, Granted Date: Aug. 7, 2018

  8. Gao Wei, Zhuang Zhemin, Zeng Shutao, Huang Mubin. A Novel Search and Rescue UAV Based on Internet of Things. Invention Patent, Patent No.: ZL201610156061.6, Granted Date: Feb. 9, 2018

  9. Fang Ruiming, Zhuang Zhemin. Gastrointestinal Stromal Tumor Segmentation Method, Device and Medium. Invention Patent, Application No.: 202510792437.1, Application Date: Jun. 13, 2025

Selected Published Papers

  1. Huang Ruibin, Chen Jiawei, Wang Huanpeng, Wu Xiaojia, Hu Haiqi, Zheng Wanting, Zhuang Zhemin*. Deep learning-based temporal muscle quantification on MRI predicts adverse outcomes in acute ischemic stroke. European Journal of Radiology, Oct 2025, 191. DOI: 10.1016/j.ejrad.2025.112332 (SCI, CAS Zone 2, IF=3.4)

  2. Zhang Rendong, Jiang Qiongzhi, Zhuang Zhemin, Zeng Huancheng, Li Yaochen. A bibliometric analysis of drug resistance in immunotherapy for breast cancer: trends, themes, and research focus. Frontiers in Immunology, Aug 12 2024, 15. DOI: 10.3389/fimmu.2024.1452303 (SCI, CAS Zone 2, IF=6.8)

  3. Ding Wanli, Zhang Heye, Zhuang Shuxin, Zhuang Zhemin*, Gao Zhifan. Multi-view Stereoscopic Attention Network for 3D Tumor Classification in Automated Breast Ultrasound. Expert Systems with Applications, Jul 13 2023 (SCI, CAS Zone 1, IF=8.5)

  4. Ma Kunwu, Raj Alex Noel Joseph, Rajangam Vijayarajan, Tjahjadi Tardi, Liu Minying, Zhuang Zhemin*. Retinal spike train decoder using vector quantization for visual scene reconstruction. Complex & Intelligent Systems, Feb 16 2024, Early Access. DOI: 10.1007/s40747-023-01333-8 (SCI, CAS Zone 2, IF=6)

  5. Zhuang Zhemin, Ding Wanli, Zhuang Shuxin, Raj Alex Noel Joseph, Wang Jinhong, Zhou Wang, Wei Chuliang. Tumor Classification in Automated Breast Ultrasound (ABUS) Based on a Modified Extracting Feature Network. Computerized Medical Imaging and Graphics, 2021, 90: 101925 (SCI, IF=7.42, CAS Zone 2)

  6. Zeng Huancheng, Qiu Siqi, Zhuang Shuxin, Wei Xiaolong, Wu Jundong, Zhang Ranze, Chen Kai, Wu Zhiyong, Zhuang Zhemin. Deep learning-based predictive model for pathological complete response to neoadjuvant chemotherapy in breast cancer from biopsy pathological images: a multicenter study. Frontiers in Physiology, Jan 2024, 15: 1279982 (SCI, CAS Zone 3, IF=4)

  7. Qiu Shunmin, Zhuang Shuxin, Li Bin, Wang Jinhong, Zhuang Zhemin. Prospective assessment of breast lesions AI classification model based on ultrasound dynamic videos and ACR BI-RADS characteristics. Frontiers in Oncology, Nov 2023, 13: 1274557 (SCI, CAS Zone 3, IF=4.7)

  8. Liu Minying, Raj Alex Noel Joseph, Rajangam Vijayarajan, Ma Kunwu, Zhuang Zhemin, Zhuang Shuxin. Multiscale-multichannel feature extraction and classification through one-dimensional convolutional neural network for Speech emotion recognition. Speech Communication, Nov 2023, 156: 103010 (SCI, CAS Zone 3, IF=3.7)

  9. Wang Jinhong, Chen Guiqing, Chen Shiqiang, Raj Alex Noel Joseph, Zhuang Zhemin, Xie Lei, Ma Shuhua. Ultrasonic Breast Tumor Extraction Based on Adversarial Mechanism and Active Contour. Computer Methods and Programs in Biomedicine, Aug 2022, 225: 107052 (SCI, IF=7.03, CAS Zone 2)

  10. Chen Zihao, Raj Alex Noel Joseph, Rajangam Vijayarajan, Li Wei, Mahesh Vijayalakshmi G. V., Zhuang Zhemin*. Twofold Dynamic Attention Guided Deep Network and Noise-aware Mechanism for Image Denoising. Journal of King Saud University – Computer and Information Sciences, 2023, 35(3): 87–102 (SCI, CAS Zone 2, IF=7)

  11. Deng Yinlong, Cai Peiwei, Zhang Li, Cao Xiongcheng, Chen Yequn, Jiang Shiyan, Zhuang Zhemin*, Wang Bi. Myocardial Strain Analysis of Echocardiography based on Deep Learning. Frontiers in Cardiovascular Medicine, 2023, 9: 1067760 (SCI, CAS Zone 3, IF=4.1)

  12. Raj Alex Noel Joseph, Cai Lianhong, Li Wei, Zhuang Zhemin*, Tjahjadi Tardi. FPGA-based Systolic Deconvolution Architecture for Upsampling. PeerJ Computer Science, 2022, 8: e973 (SCI, CAS Zone 2, IF=4.1)

  13. Zhuang Zhemin, Yang Zengbiao, Raj Alex Noel Joseph, 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 (SCI, IF=7.03, CAS Zone 2)

  14. Li Wei, Raj Alex Noel Joseph, Tjahjadi Tardi, Zhuang Zhemin. Fusion of ANNs as Decoder of Retinal Spike Trains for Scene Reconstruction. Applied Intelligence, 2022, 52(13): 15164–15176 (SCI, IF=5.02, CAS Zone 2)

  15. Zhuang Zhemin, Fan Guangwen, Yuan Ye, Raj Alex Noel Joseph, Qiu Shunmin. 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 (SCI, IF=7.03, CAS Zone 2)

  16. Zhuang Zhemin, Liu Guobao, Ding Wanli, Raj Alex Noel Joseph, Qiu Shunmin, Guo Jingfeng, Yuan Ye. Cardiac VFM Visualization and Analysis Based on YOLO Deep Learning Model and Modified 2D Continuity Equation. Computerized Medical Imaging and Graphics, 2020 (SCI, IF=7.42, CAS Zone 2)

  17. Zhao Lei, Li Fei, Zhuang Zhemin*, Li Zhenwei, Luo Zejia. A Dual Half-Bridge Converter With Current Doubler Rectifier. IEEE Transactions on Industrial Electronics, 2020, 67(8) (SCI, IF=8.16, CAS Zone 1)

  18. Zhuang Zhemin, Lei Naihai, Raj Alex Noel Joseph, Qiu Shunmin. Application of Fractal Theory and Fuzzy Enhancement in Ultrasound Image Segmentation. Medical & Biological Engineering & Computing, 2019, 57(3): 623–632 (SCI, IF=3.2, CAS Zone 3)

  19. Zhao Lei, Chen Jikai, Chen Tongxin, Shi Yi, Fan Zhun, Zhuang Zhemin. Zero-Voltage and Zero-Current Switching Dual-Transformer-Based Full-Bridge Converter With Current Doubler Rectifier. IEEE Transactions on Power Electronics, 2020, 35(12): 12949–12958 (SCI, IF=5.97, CAS Zone 1)

  20. Li Wei, Raj Alex Noel Joseph, Tjahjadi Tardi, Zhuang Zhemin. Digital Hair Removal by Deep Learning for Skin Lesion Segmentation. Pattern Recognition, 2021, 117: 107994 (SCI, IF=8.52, CAS Zone 1)

  21. Zhuang Shuxin, Li Fenlan, Alex Noel Joseph Raj, Ding Wanli, Wang Zhou, Zhemin Zhuang*. Automatic Segmentation for Ultrasound Image of Carotid Intimal-media based on Improved Superpixel Generation Algorithm and Fractal Theory. Computer Methods and Programs in Biomedicine, 2021, 205: 106084 (SCI, CAS Zone 2, IF=6.1)

  22. Zhuang Shuxin, Li Fenlan, Zhuang Zhemin, Rao Wenbin, Alex Noel Joseph Raj, Rajangam Vijayarajan. Improved ECG-Derived Respiration Using Empirical Wavelet Transform and Kernel Principal Component Analysis. Computational Intelligence and Neuroscience, 2021, Article ID 1360414 (SCI, CAS Zone 3, IF=3.63)

  23. 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) (SCI, IF=3.02)

  24. 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, CAS Zone 2, IF=1.571)

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