Dr. SRI LAXMI KUNA
ASSISTANT PROGESSOR, IT · MVSREC
Biography
This is Dr. Sri Laxmi K, currently working in MVSREC.I am a dedicated researcher with a passion for leveraging cutting-edge technologies to address critical issues in healthcare, particularly in the field of diabetic retinopathy. My research focuses on the development and application of advanced deep learning techniques for the detection and classification of diabetic retinopathy using retinal fundus images. I have developed novel frameworks that encompass pre-processing, segmentation, feature extraction, and classification stages, resulting in comprehensive and efficient approaches for diagnosing diabetic retinopathy. My work has contributed to significant advancements in this domain. My research mainly focuses on medical image processing, big data analytics, Data sciences, and retrieval models. Passionate to work on real-time problems. I have Several publications in National and International journals.
Education
Ph.D (CSE) , M.TECH(CSE),
Recent Scopus Publications
- MALICIOUS DOMAIN DETECTION USING INTEGRATED SUPERVISED AND UNSUPERVISED MACHINE LEARNING APPROACHES
- Deep Learning Empowered Diabetic Retinopathy Detection and Classification using Retinal Fundus Images
- Meta Heuristic Fusion Model for Classification with Modified U-Net-based Segmentation
- An Efficient Meta-Heuristic-Feature Fusion Model using Deep Neuro-Fuzzy Classifier
Research Outputs
Patent for Design "Coffee Writing Pen" granted on 30/8/2019. Patent Published titled "Method and System for Data Security on Capsule Endoscope in a Cloud Computing Environment" published on 30/11/2018
Links
- ORCID https://orcid.org/0000-0001-6318-0318
- Google Scholar https://scholar.google.com/citations?user=NDTT3nwAAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=58001488800