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Biosketch
Ph. D in Signal Processing
- Indian Institute of Technology Palakkad, India dual degree program with University of Agder, Norway
- Thesis Title: Quality-Aware Electrocardiogram Based Cardiac Arrhythmias and Sleep Apnea Recognition Methods
Masters in Electrical Engineering
- University: A P J Abdul Kalam Technological University Kerala, India
- Thesis Title: Detection and Classification of Voltage Variation for Power Quality Monitoring Networks
Bachelors in Electrical and Electronics Engineering
- University: Calicut University, Kerala, India
- Thesis Title: Multilevel Inverter for Renewable Energy Source
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Research
Patents Granted
R.B. Pachori, M.S. Manikandan, and Jomole Varghese. V, Systems and methods for quality-aware energy efficient respiration rate estimation from photoplethysmography (PPG) signal, Indian Patent, Patent application no. 202221075071, Filed, 23 December, 2022.
R.B. Pachori, M.S. Manikandan, and Jomole Varghese. V, Apparatus, systems and methods for quality-aware energy-efficient PPG signal analysis and cardiovascular disease diagnosis and prediction, Indian Patent, Patent application no. 202221075607, Filed, 26 December, 2022.
Research Publications
Jomole Varghese. V, M. Sabarimalai Manikandan, " Fast R-Peak Detection from Compressed ECG Sensing Measurements Without Reconstruction for Energy-Constrained Cardiac Health Monitoring,” 2023 IEEE 5th International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, 2023
Jomole Varghese. V, M. Sabarimalai Manikandan and L. R. Cenkeramaddi, "Compressed ECG Sensing Based Fast/Slow HR and Regular/Irregular Rhythm Recognition for Resource-Constrained Health Monitoring Devices," 2023 15th IEEE International Conference on Electronics, Computers and Artificial Intelligence (ECAI), Bucharest, Romania, pp. 01-06, 2023.
Jomole Varghese. V, M. Sabarimalai Manikandan and L. R. Cenkeramaddi, “Lightweight Time-Domain HRV Index Extraction from Compressive ECG Measurements for Resource Constrained Edge Health Computing Devices” 9th IEEE International Conference on Smart Instrumentation, Measurement and Application (ICSIMA 2023), 17-18 October, 2023, Kuala Lumpur, Malaysia.
Jomole Varghese Vadakkan, M. S. Manikandan and L. R. Cenkeramaddi, "Lightweight Time-Domain Statistical Parameter Based Muscle Artifacts Detection for Trustworthy Wearable ECG Analysis Devices," 2024 IEEE 19th Conference on Industrial Electronics and Applications (ICIEA), Kristiansand, Norway, 2024, pp. 1-6, doi: 10.1109/ICIEA61579.2024.10665105.
Jomole Varghese Vadakkan, M. S. Manikandan and L. R. Cenkeramaddi, "CNN Based Heart Rate Classification Using ECG Signal Without R-peak Detection for Rhythm-Aware Health and Emotion Monitoring," 2024 16th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), Iasi, Romania, 2024, pp. 1-5, doi: 10.1109/ECAI61503.2024.10607442.
Jomole Varghese Vadakkan, M. S. Manikandan and L. R. Cenkeramaddi, "A Unified ECG Paper Digitization Framework with R-peak Detection for RR Interval Analysis and Deep ECG Learning Applications," 2024 16th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), Iasi, Romania, 2024, pp. 1-6, doi: 10.1109/ECAI61503.2024.10607456.
Jomole Varghese Vadakkan, M. Sabarimalai Manikandan and L. R. Cenkeramaddi, “Quality-Aware Rhythm-Aware Heart Rate Variability Analysis for Soldier Health and Wellness Monitoring Using Wearable ECG Sensing Devices” 2024 IEEE International Workshop on Technologies for Defense and Security (TechDefense), Naples, Italy, 2024, pp. 261-266, doi:1109/TechDefense63521.2024.10863793.
Recognition and Awards
- Included in top 5% students in Calicut University in 2015 batch B. Tech Electrical and Electronics Engineering.
- Phd Supervisor
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Additional Information
TitleAcademic and Research ExperienceDescription
Junior Research Fellow, Indian Institute of Technology Palakkad, India
- Job Role: Development of Signal Processing Algorithms for ECG Signal Analysis.
- Project Tittle: DHR-GIA Proposal: Development of an Affordable Wearable IoT-GPS Enabled Intelligent Vital Signs Monitor for Smart Health Monitoring Services.
Lecturer, Govt. Polytechnic College, Chelakkara, Kerala, India
- Job Role: Fundamentals of Electronics Technology (Lab/Theory), Electrical Measurements and Instrumentation, Electrical Technology (Lab/Theory)
Project Associate, Indian Institute of Technology Bhubaneswar, India
- Job Role: Development of Compressive Sensing Algorithms for Audio Processing Applications.
- Project Tittle: Special Manpower Development Program for Chips to System Design.
Vocational Teacher, Govt. (BOYS) VHSS Kunnamkulam, Thrissur, Kerala
- Job Role: Electrical Electronics Technology (Lab/Theory)