Education
- Postdoctoral Fellow: Southern University of Denmark, 2020
- PhD: Nanyang Technological University (NTU), Singapore, 2016
- MSc: Nanyang Technological University (NTU), Singapore, 2007
- BE in Biomedical Engineering: Visvesvarayya Technological University (VTU), India, 2003
Professional Experience
Professional Experience- Lecturer: NTU, Singapore (Aug 2021 โ Present)
- Adjunct Lecturer: Coventry University & University of Newcastle, Singapore (Feb 2017 โ Aug 2021)
- Associate/Adjunct Faculty: Singapore University of Social Sciences (SUSS), Singapore (Jan 2014 โ Present)
- R&D Engineer: Ngee Ann Polytechnic, Singapore (Jan 2014 โ Dec 2016)
- Clinical Coordinator: Tan Tock Seng Hospital (TTSH), Singapore (Oct 2010 โ Feb 2012)
Research Interests
Research Interests- Pattern Recognition & Data Mining
- Predictive Analytics
- Explainable AI
- Gen-AI/AI in Medicine & Education
- Computer Vision
Awards & Recognition
Awards & Recognition- Best Oral Presentation: MLIS 2022
- Bronze Award: Ministry of Education Innergy Awards, 2015
- Lecturer Service Award: SUSS, Singapore, 2019
Teaching Grants
Teaching Grants- PI: NTU EdeX FLC grants, 2024-2026 (S$8,890)
- Co-PI: NTU EdeX Teaching and Learning Grants, 2023-2025 (S$10,000)
Publications
Retraction Note: Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals
- Authors: Acharya, U.R., Fujita, H., Sudarshan, V.K., Chua, K.P., Tan, R.S.
- Journal: Neural Computing and Applications
- Year: 2024
- Authors: Zhu, G., Sudarshan, V., Kow, J.F., Ong, Y.S.
- Journal/Proceedings: Proceedings of the 2024 IEEE Conference on Artificial Intelligence (CAI 2024)
- Year: 2024
Interpretable hybrid model for an automated patient-wise categorization of hypertensive and normotensive electrocardiogram signals
- Authors: Chen, C., Zhao, H.Y., Zheng, S.H., Zhang, Y.H., Sudarshan, V.K.
- Journal: Computer Methods and Programs in Biomedicine Update
- Year: 2023
Endoscopy, video capsule endoscopy, and biopsy for automated celiac disease detection: A review
- Authors: Jahmunah, V., En Wei Koh, J., Sudarshan, V.K., Ciaccio, E.J., Rajendra Acharya, U.
- Journal: Biocybernetics and Biomedical Engineering
- Year: 2023
Assessment of CT for the categorization of hemorrhagic stroke (HS) and cerebral amyloid angiopathy hemorrhage (CAAH): A review
- Authors: Sudarshan, V.K., Raghavendra, U., Gudigar, A., Sahathevan, R., Acharya, U.R.
- Journal: Biocybernetics and Biomedical Engineering
- Year: 2022