Next-Gen Sparse Transformer Framework for Precision Detection and Dynamic Stage Classification of Rare Tumors in Ultra-High-Resolution Medical Imaging
Published by
Biomedical Signal Processing and Control, Elsevier
Dr. S. Vishnupriyan
Associate Professor | Biomedical & Electronics Engineering | AI/ML & Image Processing Specialist
Chennai, IN.About
Highly accomplished Associate Professor and research scholar with over 22 years of experience in Biomedical Engineering and Electronics & Communication Engineering. Spearheaded numerous impactful research projects in Image Processing and AI/ML, resulting in 6 patents and 26 publications in high-impact journals. Dedicated to advancing scientific knowledge and fostering innovation in both academic and industrial settings.
Work
Kings Engineering College
|Associate Professor
Sriperumbudhur, Tamil Nadu, India
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Summary
Led academic and research initiatives within the Biomedical Engineering department, contributing to curriculum development and cutting-edge research.
Highlights
Mentored and guided over 50 undergraduate and postgraduate students in Biomedical Engineering projects, fostering research capabilities and academic excellence.
Published 5 research papers in SCIE-Q1/Q2 journals during tenure, focusing on AI-enhanced medical imaging and disease diagnosis, significantly advancing departmental research output.
Contributed to the development and enhancement of the Biomedical Engineering curriculum, integrating advanced topics in image processing and AI relevant to industry needs.
Secured 2 patents related to Bio Tissue Classification and Automatic Number Plate Recognition, demonstrating innovative application of machine learning algorithms.
Kingston Engineering College
|Associate Professor
Vellore, Tamil Nadu, India
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Summary
Drove academic excellence and research innovation within the Electronics & Communication Engineering (ECE) department.
Highlights
Supervised over 40 final-year projects in ECE, leading to practical applications in signal processing, embedded systems, and communication networks.
Authored or co-authored 8 publications in Scopus/WoS indexed journals, including research on image denoising and forgery detection, enhancing the college's research profile.
Secured 4 patents related to IoT, wireless sensor networks, and vehicle control systems, fostering a culture of innovation and practical application.
Served as a key faculty member in curriculum design and academic administration, improving program relevance and student outcomes.
Organized and participated in numerous Faculty Development Programs (FDPs) and workshops, enhancing pedagogical skills and introducing advanced topics like AI/ML and IoT.
National Instructional Media Institute, Govt of India
|MDC Member
Chennai, Tamil Nadu, India
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Summary
Contributed to national-level curriculum and media development, ensuring high-quality instructional materials for technical education.
Highlights
Developed and reviewed instructional media content for national technical education programs, impacting thousands of students across India.
Collaborated with subject matter experts to integrate latest industry trends and technological advancements into educational resources.
Ensured alignment of media content with government educational standards and objectives, enhancing the quality and relevance of vocational training.
Ganadipathy Tulsi's Jain Engineering College
|Associate Professor
Vellore, Tamil Nadu, India
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Summary
Managed academic and research activities within the ECE department, contributing to faculty development and student success.
Highlights
Taught core ECE subjects including Digital Signal Processing, Microprocessors, and Communication Systems to over 300 students annually.
Guided 20+ student research projects, with several achieving recognition at inter-collegiate competitions.
Co-authored 10+ research papers in Scopus-indexed journals on topics such as image denoising and communication networks, significantly boosting the department's research output.
Organized and facilitated multiple workshops and seminars on emerging technologies like MATLAB/Simulink and PCB Design, enhancing practical skills for 150+ participants.
Sri Balaji Chockalingam Engineering College
|Lecturer
Arni, Tamil Nadu, India
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Summary
Delivered comprehensive instruction in Electronics & Communication Engineering, fostering a strong foundation for undergraduate students.
Highlights
Taught foundational ECE courses, effectively preparing over 200 students for advanced studies and industry careers.
Developed engaging lesson plans and practical lab sessions, improving student comprehension and hands-on skills by an estimated 15%.
Provided academic counseling and mentorship to students, contributing to their overall academic success and professional development.
Dr.M.G.R Deemed University (Off Campus)
|Lecturer
Arni, Tamil Nadu, India
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Summary
Instructed undergraduate students in ECE, focusing on core concepts and practical applications.
Highlights
Delivered lectures and conducted laboratory sessions for ECE subjects, ensuring a solid understanding of theoretical and practical concepts.
Assisted in student assessments and curriculum activities, contributing to the smooth functioning of academic programs.
Maintained high student engagement through interactive teaching methods and personalized support.
i Soft (P) Ltd
|Faculty & System Administrator
Bangalore, Karnataka, India
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Summary
Managed IT infrastructure and provided technical training, ensuring seamless operations and skill development in an industry setting.
Highlights
Administered and maintained Linux-based server systems, ensuring 99.9% uptime for critical business operations.
Provided technical training and support to staff on software applications and system usage, enhancing team productivity by 20%.
Implemented system security protocols and data backup procedures, safeguarding company information and ensuring data integrity.
Managed network configurations and troubleshooting, resolving technical issues efficiently to minimize downtime.
Volunteer
Institution of Electronics & Telecommunication Engineers
|Member
Chennai, Tamil Nadu, India
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Summary
Actively participated in professional development and knowledge sharing within the electronics and telecommunication engineering community.
Highlights
Engaged in professional networking and continuous learning opportunities to stay abreast of industry advancements.
International Society for Technology in Education
|Member
Chennai, Tamil Nadu, India
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Summary
Actively participated in professional development and knowledge sharing within the education technology community.
Highlights
Engaged in professional networking and continuous learning opportunities to stay abreast of industry advancements.
International Association of Computer Science & Information Technology
|Member
Chennai, Tamil Nadu, India
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Summary
Actively participated in professional development and knowledge sharing within the computer science and information technology community.
Highlights
Engaged in professional networking and continuous learning opportunities to stay abreast of industry advancements.
International Association of Engineers
|Member
Chennai, Tamil Nadu, India
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Summary
Actively participated in professional development and knowledge sharing within the engineering community.
Highlights
Engaged in professional networking and continuous learning opportunities to stay abreast of industry advancements.
Institute of Research Engineers & Doctors
|Member
Chennai, Tamil Nadu, India
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Summary
Actively participated in professional development and knowledge sharing within the research engineering and medical community.
Highlights
Engaged in professional networking and continuous learning opportunities to stay abreast of industry advancements.
International Society for Research and Development
|Member
Chennai, Tamil Nadu, India
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Summary
Actively participated in professional development and knowledge sharing within the research and development community.
Highlights
Engaged in professional networking and continuous learning opportunities to stay abreast of industry advancements.
International Computer Science & Engineering Society
|Member
Chennai, Tamil Nadu, India
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Summary
Actively participated in professional development and knowledge sharing within the computer science and engineering community.
Highlights
Engaged in professional networking and continuous learning opportunities to stay abreast of industry advancements.
International Association of Academicians
|Member
Chennai, Tamil Nadu, India
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Summary
Actively participated in professional development and knowledge sharing within the academic community.
Highlights
Engaged in professional networking and continuous learning opportunities to stay abreast of industry advancements.
The Society of Digital Information and Wireless Communications
|Member
Chennai, Tamil Nadu, India
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Summary
Actively participated in professional development and knowledge sharing within the digital information and wireless communications community.
Highlights
Engaged in professional networking and continuous learning opportunities to stay abreast of industry advancements.
Education
St.Peter's University
Chennai, Tamil Nadu, India
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Ph.D.
Image Processing
Courses
Image Denoising
Digital Image Forensics
Neural Classifiers
Vellore Institute of Technology
Vellore, Tamil Nadu, India
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M.Tech
Bio Medical Engineering
Grade: 7.65 CGPA
University of Madras
Madras, Tamil Nadu, India
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B.E.
Electronics & Communication Engineering
Grade: 69%
Publications
Patient Similarity Analysis in Personalized Medicine Using MedSim FuseNet for ContextAware Clinical Decision Support
Published by
Biomedical Signal Processing and Control, Elsevier
An AI-Enhanced Fuzzy Logic Approach for Detecting Gastrointestinal Disorders in Endoscopic Image Data
Published by
International Journal of Fuzzy Systems, Springer
Design of mTCN Framework for Disaster Prediction a Fusion of Massive Machine Type Communications and temporal convolutional networks
Published by
Scientific Reports, Springer Nature
Neuro Inspired Deep Learning Based Secure and Energy Efficient Routing with Autonomous Intrusion Prevention in Wireless Sensor Networks
Published by
Engineering Applications of Artificial Intelligence, Elsevier
Fundamentals of Biomedical Engineering
Published by
Sri Krishna Hitech Publishing Company Pvt Ltd
Advancing Health Diagnostics: AI-Powered CVD-REF Framework for Precise and Early Risk Assessment
Published by
Journal of Machine and Computing, Vol 5(2)
Advancements in Nanoelectronics Leveraging Transformer Algorithms for Enhanced Biomedical Data Science Applications
Published by
ICTACT Journal of Microelectronics, Vol.10(2), pp:1807-1811
Enhanced Melanoma Detection using a Fuzzy Ensemble Approach Integrating Hybrid Optimization Algorithm
Published by
Biomedical Signal Processing and Control, Elsevier, Vol.89
Revolutionizing Cloud Resource Allocation: Harnessing Layer-Optimized Long Short-Term Memory for Energy-Efficient Predictive Resource Management
Published by
EAI Endorsed Transactions on Energy Web, Vol.11
Enhancing efficiency in electrical distribution systems: A novel Approach via Modified Genetic Optimization Algorithm for Loss Reduction in Optimal Network Distribution
Published by
Journal of Intelligent & Fuzzy Systems, IOS Press, Vol. 46, No. 2
A Fusion of Deep Neural Networks and Game Theory for Retinal Disease Diagnosis with OCT Images
Published by
Journal of X-Ray Science and Technology, IOS Press, Vol.32
A New Deep Neuro-Fuzzy System for Lyme Disease Detection and classification using UNet, Inception and XGBoost Model from Medical Images
Published by
Neural Computing and Applications, Springer, Vol.36, No.11
GAN Based Image Segmentation and Classification Using VGG16 for Prediction of Lung Cancer
Published by
Journal of Advanced Research in Applied Sciences and Engineering Technology, Vol.5(1), pp. 45-61
Electronic Devices & Circuits
Published by
Charulatha Publications
Routing Strategy: Network-on-Chip Architectures (Chapter: 9)
Published by
CRC Press, Taylor& Francis Group
Biometric Authentication using Hybrid Artificial Neural Network with Swarm Based Optimization
Published by
TAGA Journal of Graphic Technology, Vol.14, pp:2205-2213
Detection of Duplicate Region and Hybrid Non-LocalMeans Filtering for Denoising with Quantization Matrix Estimation for JPEG Error Analysis
Published by
Indian Journal of Science and Technology, Vol.8, No.28, pp.1-16
Image De-noising based on Median, Wiener Filtering and Quantization Matrix Estimation using HGFNN for JPEG Error Analysis
Published by
International Journal of Science and Innovative Engineering & Technology, Vol.1
Efficient Growcut based Image Seam Covering with Quantization Matrix Estimation using ANFIS for JPEG Error Analysis
Published by
ARPN Journal of Engineering and Applied Sciences, Vol.10, No.7, pp:2782-2789
Denoising using Non-Local Linear Filtering and Quantization Matrix Estimation using ANFIS Algorithm for JPEG Error Analysis to Digital Image Forensics
Published by
Research Journal of Applied Sciences, Engineering and Technology, Vol.11, No.8, pp.885-897
Forgery Detection in Public Images using SVM and HMM based Face Recognition
Published by
International Journal of Applied Engineering Research, Vol.10, No.26, pp:21480-21485
A Novel Algorithm for Quantization Matrix Estimation for JPEG Error Analysis to Digital Image Forensics
Published by
International Review on Computers and Software, Vol. 9, No. 6, pp:1027-1034
Role Based Access Policies for controlled Information Sharing in Emergency Situations
Published by
International Journal of Engineering Research & Sports Science
Wavelet based Forensic Method for Copy-Move Forgery Detection
Published by
International Journal of Engineering Research & Sports Science
An Effective Congestion Control Mechanism for Communication Networks
Published by
International Journal of Engineering Research & Technology, Volume 2, Issue 6, pp. 2997-3003
Effect of system compliance and workpiece dynamics on machining error
Published by
Assembly Automation, Vol.32 (2), pp:175–184
Image De-noising Performance of Rank filters
Published by
International Journal of Advanced Research in Computer Science, Vol.2, No.4, pp.408-411
Optimal fixture parameters considering locator errors
Published by
International Journal of Production Research, Vol. 49(21), pp:6343-6361
Languages
English
Tamil
Certificates
IBM Certified - LINUX System Engineer for E-Business
Issued By
IBM
Skills
Programming & Scripting
C, C++, WML, Python, MATLAB, Simulink.
Operating Systems & Administration
Linux System Administration, Windows Server Management.
Image Processing & Computer Vision
Digital Image Forensics, Image Denoising, Neural Classifiers, AI-Enhanced Medical Imaging, OCT Images, Melanoma Detection, Deep Neural Networks, Fuzzy Logic, Growcut, JPEG Error Analysis, VGG16, GAN Based Image Segmentation.
Artificial Intelligence & Machine Learning
AI/ML Driven MIMO, AIoT, Deep Learning, NLP, Computer Vision, XGBoost, U-Net, Inception, XGBoost Model, Hybrid Optimization Algorithm, ANFIS, SVM, HMM, Artificial Neural Networks, Swarm Based Optimization, Machine Learning.
Electronics & Communication Engineering
VLSI Design, ARM Processor, 5G/6G Wireless Technologies, Wireless Sensor Networks (WSN), IoT, Nanoelectronics, Transformer Algorithms, Network-on-Chip Architectures, Digital Signal Processing, Microprocessors, Communication Systems, PCB Design, ASIC Flow Design.
Software & Tools
LabVIEW, MATLAB, Simulink, Orcad Pspice, KVLADDER (PLC), TMS320CXX (DSP Processors), Mentor Graphics, IBM Certified Linux Engineer.
Research & Development
Academic Research, Grant Writing, Publication Management, Patent Application, Curriculum Development, Mentorship, Technical Training, Project Management.
Projects
Ph.D. Thesis: Image Denoising and Digital Image Forensics
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Summary
Doctoral research focused on advanced image processing techniques for denoising and forensic analysis. Developed novel methods including filtering with duplicate region detection and quantization matrix estimation using neural classifiers.