Kiruthika Balakrishnan

Kiruthika Balakrishnan,

POSTDOC ASO

Department: Family, Community and Health Systems Science
Business Phone: (352) 273-6341
Business Email: kbalakrishnan@ufl.edu

About Kiruthika Balakrishnan

Dr. Kiruthika Balakrishnan, a dedicated and highly skilled Post-Doctoral Research Associate at the University of Florida College of Nursing. She is currently working on the PAILTO (Personalized Approach to Improve Liver Transplant Outcomes, PI: Pruinelli) study. Her expertise lies in conducting advanced research methodologies aimed at enhancing liver transplant outcomes. Dr. Balakrishnan is passionate about employing personalized approaches and cutting-edge Machine Learning and Artificial Intelligence methodologies to make significant contributions to the field of healthcare. Her work involves in-depth analysis and active participation in innovative, inter-institutional, and interdisciplinary initiatives. She is committed to advancing medical knowledge, improving patient care, and driving positive changes in liver transplant procedures.

Research:

Dr. Balakrishnan is devoted researcher who specializes in detecting cardiac arrhythmia and other health conditions through analyzing Electrocardiogram (ECG) signals, using signal processing, a specific Machine Learning/Artificial Intelligence methodology. She’s deeply passionate about improving healthcare outcomes and focuses her research on developing advanced algorithms and methodologies to accurately diagnose and detect cardiac arrhythmias. Her work contributes significantly to the early intervention and prevention of cardiovascular diseases. Throughout her research career, Dr. Balakrishnan has gained expertise in biomedical signal analysis, data science, optimization, and machine learning techniques. During her time as a Research Scholar at Anna University in Chennai, she conducted independent research on Biomedical Signals and collaborated with multidisciplinary teams to design and implement experiments. Currently, Dr. Balakrishnan is involved in the PAILTO study (Personalized Approach to Improve Liver Transplant Outcomes, PI: Pruinelli) at the University of Florida College of Nursing.

Publications

2023
Classification of inter-patient’s cardiac arrhythmias in ECG signals with enhanced Jaya optimized TQWT parameters and stacked ensemble algorithm
Soft Computing. 27(16):11341-11356 [DOI] 10.1007/s00500-023-08688-7.
2022
Detection of cardiac arrhythmias from ECG signals using FBSE and Jaya optimized ensemble random subspace K-nearest neighbor algorithm
Biomedical Signal Processing and Control. 76 [DOI] 10.1016/j.bspc.2022.103654.

Education

PhD in Information and Communication Engineering
2023 · Anna University
M.E. in VLSI Design
2014 · Anna University
B.E. in Electronics and Communication Engineering
2010 · Anna University

Contact Details

Phones:
Business:
(352) 273-6341
Emails:
Addresses:
Business Street:
1225 CENTER DR
GAINESVILLE FL 32610