Ph.D. Biomedical Engineering (Indian Institute of Technology Kharagpur) M.Tech Instrumentation (Indian Institute of Technology Kharagpur) B.Tech Instrumentation and Control Engineering (Dr B R Ambedkar National Institute of Technology Jalandhar)
Office # 504 A, Department of Instrumentation and Control Engineering,
Dr B R Ambedkar National Institute of Technology Jalandhar,
Jalandhar City (Punjab)
Modeling of physiological systems and associated diseased conditions; cardiovascular system dynamics; applications of machine learning in clinical classification.
Brief Research Profile:
In the last few years, we have been mainly working on lumped parameter modeling of the human cardiovascular system for the purpose of diagnosing associated pathological conditions such as coronary artery disease and atherosclerosis.
In recent times, we have made attempts to develop a hybrid approach that combines the advantages of data-driven and model-based approaches for cardiac screening. Our latest publication entitled "An approach to early stage detection of atherosclerosis using arterial blood pressure measurements*" showcases the hybrid approach.
We look forward to expanding our horizon by further exploring applications of machine learning in medicine and other relevant areas of research in Biomedical Engineering.
(This is 50 days' free access link to the article, as provided by the publisher; it is valid before 28 May 2021.)