Education
Master of Technology in Biomedical Engineering, Manipal Institute of Technology, 2022
Bachelor of Engineering in Biomedical Engineering, Anna University, 2018
Titles and Appointments
Research Assistant/Doctoral Researcher
Address
HITS Building
410 W 10th Street
Indianapolis, IN 46202, USA
Research Keywords
Medical image and signal analysis, intelligent health care systems
Links
Google Scholar
LinkedIn
Research Summary/Bio
Varalakshmi Perumal is a biomedical researcher with over five years of experience in health care industry and research. Her expertise spans biomedical signal and image processing, digital pathology and AI-driven health care solutions. Before joining IU, she worked in health care research and discovery at Bosch, where she developed advanced algorithms for digital pathology solutions. Her research interests include bio signal processing, medical image analysis and intelligent health care systems.
Featured publications (journals, conferences, abstracts)
- V. Perumal, A. S. Narayanan., et al "Hierarchical AI-Powered Digital White Blood Cell and Platelet Morphology Analysis using Multi-Class Classification," 2024 IEEE International Conference on Electronics, Computing and Communication Technologies, doi: 10.1109/CONECCT62155.2024.10677249.
- S. Parayil, A. Debnath, V. Perumal et al, "Digital Red Blood Cell Morphology Analysis and Multi-Class Classification powered by Hierarchical AI," 2024 IEEE International Conference on Electronics, Computing and Communication Technologies, doi: 10.1109/CONECCT62155.2024.10677056.
- V. Perumal and J. Medikanda, "Tracing and decoding of covert phonemes using single channel Electroencephalogram with Machine Learning Techniques," 2022 International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics doi: 10.1109/DISCOVER55800.2022.9974955.