0000-0002-2266-5332 About
He did Ph.D. from IIT, Bombay with the supervision of Prof.Vikram M. Gadre, Professor in Department of EE. He received the prestigious award "excellence in the Ph.D. research work" (Best Ph.D. thesis) for the outstanding research contributions at IIT, Bombay. Recently (June 2018), he has been awarded the prestigious "ERCIM" Alain Bensoussan Fellowship of European Union, for doing research work at Norwegian University of Science and Technology (NTNU), Norway. He had also received a postdoctoral fellowship at IIT, Indore during 2016-2017.
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Publications (83)
- Automated detection of multiple sleep disorders using wavelet scattering and Convolutional Neural Network models with photoplethysmography Save
- Pleth-SleepNet: A Unified Network for Simultaneous Sleep Stages and Disorder Classification With PPG Signal Save
- TEANet: A Transpose-Enhanced Autoencoder Network for Stress Monitoring on Resource-Constrained Wearable Device Save
- PPG-ATM-ViT-Net: a vision transformer-based framework for multi-class arrhythmia identification using photoplethysmography sensor Save
- A systematic review of automated prediction of sudden cardiac death using ECG signals Save
- A novel ECG-based approach for classifying psychiatric disorders: Leveraging wavelet scattering networks Save
- Automated Diagnosis of Coronary Artery Disease and Myocardial Infarction Using Optimal Anti-symmetric Wavelet-Based Features Save
- Automated Identification of Cyclic Alternating Patterns of Sleep Using Fusion of VGG16 and Vision Transformer Save
- PPG-Based Accurate Insomnia Detection System Using Convolutional Neural Networks With Self-Attention Mechanism and Gated Recurrent Units Save
- Automated explainable wavelet-based sleep scoring system for a population suspected with insomnia, apnea and periodic leg movement Save