VIKASH SHAW

About

I am a biomedical engineer specializing in physiological signal processing, machine learning, and wearable health technologies. I recently submitted my PhD thesis as part of a joint doctoral program between AcSIR (India) and RMIT University (Australia), focusing on AI-based screening systems using ECG and PPG signals. My research experience includes real-time embedded systems, robotic control for surgical applications, contactless biosensing, and screening tool development. I've independently led an ICMR-funded biomedical research project and mentored multiple undergraduate and postgraduate students. My current research interests broadly encompass wearable biosensors, intelligent diagnostic systems, digital health innovations, and AI-driven personalized healthcare.

Employment

• RMIT University

Education

• Devi Ahilya Vishwavidyalaya M.Tech
  2014 - 2016
• Asansol Engineering College B.Tech
  2010 - 2014

Projects & Funding

Projects & funding information is unavailable.

Publications (13)

• How photoplethysmography can be used to detect major depressive disorder among patients with obstructive sleep apnea during sleep
  Computers in Biology and Medicine 2025 DOI: 10.1016/j.compbiomed.2025.110814
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• Explainable AI-Guided Optimization of EMG Channels and Features for Precise Hand Gesture Classification: A SHAP-Based Study
  IEEE Transactions on Medical Robotics and Bionics 2025 DOI: 10.1109/TMRB.2024.3504007
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• Enhanced EMG-Based Hand Gesture Classification in Real-World Scenarios: Mitigating Dynamic Factors with Tempo-Spatial Wavelet Transform and Deep Learning
  IEEE Transactions on Medical Robotics and Bionics 2024 DOI: 10.1109/TMRB.2024.3408896
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• Enhancing Gesture Classification Using Active EMG Band and Advanced Feature Extraction Technique
  IEEE Sensors Journal 2024 DOI: 10.1109/JSEN.2023.3344700
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• Screening major depressive disorder in patients with obstructive sleep apnea using single-lead ECG recording during sleep
  Health Informatics Journal 2024 DOI: 10.1177/14604582241300012
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• Impact of Biological Sex on Radar-Measured Heart Sound Quality.
  Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 2023 DOI: 10.1109/embc40787.2023.10340554
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• Active Surface Electromyogram (sEMG) Electrodes band with Enhanced Features based technique for Hand Gesture Classification
  2023 DOI: 10.36227/techrxiv.22093685.v1
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• NIR-based Sensing System for Non-invasive Detection of Hemoglobin for Point-of-care Applications
  Current Medical Imaging 2022 DOI: 10.2174/1573405617666210823100316
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• A KNN-Based Approach for Myoelectric Arm
  Lecture Notes in Networks and Systems 2021 DOI: 10.1007/978-981-33-4501-0_29
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• A Non-contact Approach for Detection of Sleep Apnea Using Doppler Phenomena
  Lecture Notes in Networks and Systems 2021 DOI: 10.1007/978-981-33-4501-0_10
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