SWATHI MIRTHIKA G.L
SRM Institute of Science and Technology, Kattankulathur
Research Interests
Knowledge Graph, LLM
Biography
Research primarily focuses on medical recommender systems using Knowledge Graphs and Large Language Models (LLMs), along with related areas such as Graph Theory, Artificial Intelligence, and Deep Learning. She has presented her work in various national and international conferences, and has published research papers in reputed journals and book chapters. She also contributes to the scientific community by serving as a reviewer for multiple journals.
Education
Dr. Swathi Mirthika G. L is an Assistant Professor in the Department of Computing Technologies, School of Computing, Kattankulathur Campus, SRM Institute of Science and Technology. She completed her Ph.D. in 2025 and holds over 7 years of academic experience. She earned her Master’s degree in Information Technology from Vel Tech Multi Tech Dr. RR Dr. SR Engineering College (2013) and her B.Tech in Information Technology from Sasurie College of Engineering (2010).
Recent Scopus Publications
- Data-driven drug treatment: enhancing clinical decision-making with SalpPSO-optimized GraphSAGE
- Brain Tumor Progression Forecasting via Multi- Modal Deep Learning
- Benchmarking Traditional ML Approaches in Phishing URL Detection
- HC-DMAformer: hybrid convolutional-dynamic multi-level attention transformer for efficient and accurate EEG-based autism detection
- Bridging Data Complexity with GATNet for Learning in Interconnected Electronic Medical Records Graphs
Links
- ORCID https://orcid.org/0000-0002-4591-7811
- Google Scholar https://scholar.google.com/citations?user=xzkLY8IAAAAJ&hl
- Scopus https://www.scopus.com/authid/detail.uri?authorId=58525523100
- Personal Weblink https://554631