Research & Publications
Advancing the frontiers of computer science through innovative research in medical technology applications and diabetic retinopathy detection.
Cutting-Edge Research
Advancing medical technology through AI
Current Research Focus
My PhD research centers on developing advanced computer vision techniques for medical diagnosis applications.
Computer Science - Medical Technology Applications
Research Focus
My doctoral research focuses on developing enhanced machine learning algorithms for medical diagnosis, specifically targeting diabetic retinopathy detection using advanced computer vision techniques.
- Custom EfficientNet architecture enhancement
- Medical image processing and analysis
- Deep learning for healthcare applications
Research Impact
The research aims to improve early detection accuracy of diabetic retinopathy, potentially impacting millions of patients worldwide through better screening methodologies.
Recent Publications
Peer-reviewed research contributions presented at prestigious academic conferences.
Karpagam Academy of Higher Education
This research presents an enhanced EfficientNet architecture specifically designed for diabetic retinopathy detection. The custom modifications improve accuracy and reduce false positives in medical image analysis, contributing to better patient outcomes through early detection.
Karpagam Academy of Higher Education
This paper explores innovative approaches to diabetic retinopathy screening with a focus on improving detection methodologies and patient outcomes. The research provides insights into optimizing screening processes for better healthcare delivery.
Research Interests
Exploring interdisciplinary approaches that combine computer science with healthcare and innovation.
Developing AI solutions for medical diagnosis, focusing on computer vision applications in healthcare.
Exploring innovative teaching methodologies and technology integration in computer science education.
Researching entrepreneurship ecosystems and innovation management in academic institutions.
Future Research Directions
Looking ahead, I aim to expand my research into broader applications of AI in healthcare, explore interdisciplinary collaborations, and contribute to the development of ethical AI frameworks for medical applications.
AI Ethics
Developing ethical frameworks for AI in healthcare
Collaborative Research
International partnerships in medical AI research
Technology Transfer
Bridging research and practical healthcare applications