Designation: Assistant Professor
Qualification: Ph.D (IIIT Naya Raipur)
Area of Interest: Signal Processing, Machine Learning, Feature Engineering, AI for healthcare applications.
Phone No: 9039177297
E-Mail:
Dr. Shresth Gupta
- About Faculty: Dr. Shresth Gupta has been working in this Institute since 24th March 2025. He was a postdoctoral Research Fellow at the University of Surrey, Guilford (United Kingdom) In the Department of Mathematics and Data Science. He was awarded a Ph. D in the year 2023, from the Department of Electronics and Communication Engineering, IIIT Naya Raipur, (C.G). His current research interests include physiological Signal Processing, Machine Learning, Deep Learning, and AI for affordable Healthcare solutions. He is the author of more than 20 reputed SCI and Scopus journals and attended more than 10 international conferences.
- Education and Qualification:
Postdoctoral Research Fellow (2024): University of Surrey, Guildford, United Kingdom
Ph.D. (2023): International Institute of Information Technology, Naya Raipur (C.G)
M.Tech (2015): Chhattisgarh Swami Vivekanand Technical University, Bhilai (C.G)
B.E. (2011): Chhattisgarh Swami Vivekanand Technical University, Bhilai (C.G)
- Work Experience:
- April 2025 to Present: Assistant Professor, Department of Electronics Engineering, MITS-DU, Gwalior.
- Worked as an Assistant Professor in the School of Computer Science at UPES Dehradun from April 2025 to March 2025.
- Worked as a Lecturer in Government Polytechnic College, Ambikapur (C.G) from Nov 2015 to Feb 2019.
- Honors, Award & Recognition:
UK Impact Acceleration fund recipient: Received this fund for a research fellow to perform research at the University of Surrey in Collaboration with King’s College London.
Best Technical Consultancy Award: Awarded for best technical consultancy for a startup “Astrabeats” working on the development of wearable healthcare devices based on IIT Madras Research Park under Sparsh fellowship.
- Publications:
- Gupta, Shresth, Anurag Singh, Abhishek Sharma, and Rajesh Kumar Tripathy. ”Exploiting Tunable Q-Factor Wavelet Transform Domain Sparsity to Denoise Wrist PPG Signals,” in IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-12, 2023, Art no. 4008012, doi: 10.1109/TIM.2023.3287248.. (IF: 5.6)
- Gupta, Shresth, Anurag Singh, Abhishek Sharma, and Rajesh Kumar Tripathy. ”Higher Order Derivative-Based Integrated Model for Cuff-Less Blood Pressure Estimation and Stratification Using PPG Signals.” IEEE Sensors Journal 22, no. 22 (2022): 22030-22039. (IF: 4.325)
- Gupta, Shresth, Anurag Singh, and Abhishek Sharma. ”Exploiting moving slope features of PPG derivatives for estimation of mean arterial pressure.” Biomedical Engineering Letters (2022): 1-9. (IF: 4.6)
- Gupta, Shresth., Singh, A. Sharma, A. CIsense: an automated framework for early screening of cerebral infarction using PPG sensor data. Biomed. Eng. Lett. (2023). https://doi.org/10.1007/s13534-023-00327-2 (IF: 4.6).
- Gupta, Shresth, Kapil Gupta, and Anurag Singh. "Automated assessment of mental workload from PPG sensor data using cross-wavelet coherence and transfer learning." Biomedical Engineering Letters14, no. 4 (2024): 891-902.
- Gupta, Shresth, Anurag Singh, Abhishek Sharma, and Rajesh Kumar Tripathy. ”DSVRI: A PPG-based novel feature for early diagnosis of type-II diabetes mellitus.” IEEE Sensors Letters 6, no. 9 (2022): 1-4. (IF: 2.8)
- Gupta, Shresth, Anurag Singh, and Abhishek Sharma. ”Dynamic Large Artery Stiffness Index for Cuffless Blood Pressure Estimation.” IEEE Sensors Letters 6, no. 3 (2022): 1-4. (IF: 2.8)
- Singh, Pushpendra, Supriya Tripathi, and Shresth Gupta. ”A unified approach for optimal dose delivery and trajectory optimization for the treatment of prostate cancer.” Biomedical Signal Processing and Control 69 (2021): 102884.(IF: 5.1)
CONFERENCE PUBLICATION
- Gupta, S., Singh, A., Sharma, A. (2022, November). Denoising and Analysis of PPG Acquired From Different Body Sites Using Savitzky Golay Filter. In TENCON 2022-2022 IEEE Region 10 Conference (TENCON) (pp. 1-4). IEEE.(Scopus)
- Gupta, Shresth, Anurag Singh, and Abhishek Sharma. ”Energy-Based DCT Approach for PPG Compression.” In 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp. 2680-2683. IEEE, 2022. (Scopus)
- Gupta, Shresth, Anurag Singh, and Abhishek Sharma.” PPG-based End-to-End Framework for Cuffless Blood Pressure Estimation Using CNN-LSTM,” 2023 National Conference on Communications (NCC), Guwahati, India, 2023, pp. 1-6, doi: 10.1109/NCC56989.2023.10067922.(Scopus)
- Gupta, Shresth, Anurag Singh, and Abhishek Sharma. ”Photoplethysmogram Based Mean Arterial Pressure Estimation Using LSTM.” In 2021 8th International Conference on Signal Processing and Integrated Networks (SPIN), pp. 806-811. IEEE, 2021.(Scopus)
- Gupta, Shresth, Anurag Singh, and Abhishek Sharma. ”Dynamic Range Adjustment of HDR Images Using Adaptive Method.” In 2022 IEEE 9th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), pp. 1-5. IEEE, 2022.(Scopus)
- Gupta, Shresth, Anurag Singh, and Abhishek Sharma. ”Signal Processing Driven Machine Learning Techniques for Cardiovascular Data Processing” Elsevier. (Book chapter accepted)
- Gupta, Sakshi, Apoorwa Gupta, Aaditya Kumar, Shresth Gupta, and Anurag Singh. ”Multi-class classification of colorectal cancer tissues using pre-trained CNN models.” In TENCON 2022-2022 IEEE Region 10 Conference (TENCON), pp. 1-6. IEEE, 2022.(Scopus)
- Chourasia, Mayank, Anurag Thakur, Shresth Gupta, and Anurag Singh. ”ECG Heartbeat Classification Using CNN.” In 2020 IEEE 7th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), pp. 1-6. IEEE, 2020.(Scopus)
- Agrawal, Shyamal Krishna, Shresth Gupta, Aman Kumar, Lakhindar Murmu, and Anurag Singh. ”Investigation of Feature Importance for Blood Pressure Estimation Using Photoplethysmogram.” In Computer Vision and Machine Intelligence: Proceedings of CVMI 2022, pp. 259-270. Singapore: Springer Nature Singapore, 2023 (Book chapter).
- Gupta, Shresth, and Rakesh Mandal. ”A survey on image enhancement techniques.” Int. J. Electrical Electron. Eng. Telecommunications 4 (2015): 47-54.
PATENTS
Indian patent filed for an invention having the title ”A SYSTEM FOR ASSESSING TYPE-2 DIABETES MELLITUS
FROM PPG SIGNALS USING FEATURE FUSION APPROACH ”
Application No. : 20222107247 (Patent Granted)
