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publications
A Novel Deep Learning-Based Approach for Hypertension Level Detection Using PPG
Published in IEEE SILCON, 2023
Recommended citation: S. De, P. Mukherjee and A. H. Roy, "A Novel Deep Learning-Based Approach for Hypertension Level Detection Using PPG," 2023 IEEE Silchar Subsection Conference (SILCON), Silchar, India, 2023, pp. 1-6
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A Hybrid Pain Assessment Approach with Stacked Autoencoders and Attention-Based CP-LSTM
Published in IEEE AIKIIE, 2023
Recommended citation: S. De, P. Mukherjee and A. H. Roy, "A Hybrid Pain Assessment Approach with Stacked Autoencoders and Attention-Based CP-LSTM," 2023 International Conference on Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE), Ballari, India, 2023, pp. 1-6
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A Novel Human Stress Level Detection Technique Using EEG
Published in IEEE NMITCON, 2023
Recommended citation: D. Konar, S. De, P. Mukherjee and A. H. Roy, "A Novel Human Stress Level Detection Technique Using EEG," 2023 International Conference on Network, Multimedia and Information Technology (NMITCON), Bengaluru, India, 2023, pp. 1-6
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SLiTRANet: An EEG-Based Automated Diagnosis Framework for Major Depressive Disorder Monitoring Using a Novel LGCN and Transformer-Based Hybrid Deep Learning Approach
Published in IEEE Access, 2024
Recommended citation: S. De, A. Singh, V. Tiwari, H. Patel, G. N. Vivekananda and D. Singh Rajput, "SLiTRANet: An EEG-Based Automated Diagnosis Framework for Major Depressive Disorder Monitoring Using a Novel LGCN and Transformer-Based Hybrid Deep Learning Approach," IEEE Access, vol. 12, pp. 173109-173126, 2024
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A Quantum Machine Learning framework for Driver Drowsiness Detection using Biopotential Signals and Head Movement Analysis
Published in IEEE ICWITE, 2024
Recommended citation: S. De and A. K. Gupta, "A Quantum Machine Learning framework for Driver Drowsiness Detection using Biopotential Signals and Head Movement Analysis," 2024 IEEE International Conference for Women in Innovation, Technology & Entrepreneurship (ICWITE), Bangalore, India, 2024, pp. 461-466
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ParViT: A modified Vision Transformer architecture for Parkinson’s Disease identification using EEG signals
Published in IEEE ICSSES, 2024
Recommended citation: S. De, A. Sayyad, H. Kotian and A. K. Gupta, "ParViT: A modified Vision Transformer architecture for Parkinson’s Disease identification using EEG signals," 2024 International Conference on Smart Systems for applications in Electrical Sciences (ICSSES), Tumakuru, India, 2024, pp. 1-6
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Maestro: A Robust Multi-Head Attention Enhanced CNN Architecture for Heat-Induced Stress Recognition Using EEG Signals
Published in IEEE CSITSS, 2024
Recommended citation: S. De, S. Pavuluri, A. Sayyad and A. K. Gupta, "Maestro: A Robust Multi-Head Attention Enhanced CNN Architecture for Heat-Induced Stress Recognition Using EEG Signals," 2024 8th International Conference on Computational System and Information Technology for Sustainable Solutions (CSITSS), Bengaluru, India, 2024, pp. 1-6
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An Innovative Method for Estimating Blood Pressure and Classifying Hypertension Levels Using PPG
Published in Indian Patent Journal, 2024
GLEAM: A Multimodal Deep Learning Framework for Chronic Lower Back Pain Detection Using EEG and sEMG Signals
Published in Computers in Biology and Medicine, 2025
Recommended citation: S. De, P. Mukherjee, A. H. Roy, "GLEAM: A multimodal deep learning framework for chronic lower back pain detection using EEG and sEMG signals," Computers in Biology and Medicine, Volume 189, 2025, 109928, ISSN 0010-4825
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TasteNet: A Novel Deep Learning Approach for EEG-Based Basic Taste Perception Recognition Using CEEMDAN Domain Entropy Features
Published in Journal of Neuroscience Methods, 2025
Recommended citation: S. De, P. Mukherjee, A. H. Roy, "TasteNet: A novel deep learning approach for EEG-based basic taste perception recognition using CEEMDAN domain entropy features," Journal of Neuroscience Methods, Volume 419, 2025, 110463, ISSN 0165-0270
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Quantifying the Impact of Speaker and Content Features on ASR Systems Using Unsupervised Distance Metrics
Published in IEEE Sensors Reviews, 2025
Recommended citation: S. Pavuluri, S. De and A. K. Gupta, "Quantifying the Impact of Speaker and Content Features on ASR Systems Using Unsupervised Distance Metrics," IEEE Sensors Reviews, vol. 2, pp. 170-178, 2025
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Identification of patients with de novo Parkinson’s Disease from chemosensory EEG signals using ICEEMDAN domain Entropy Features
Published in IEEE Sensors Letters, 2025
Recommended citation: S. De, S. Pavuluri and A. K. Gupta, "Identification of patients with de novo Parkinson's Disease from chemosensory EEG signals using ICEEMDAN domain Entropy Features," IEEE Sensors Letters, vol. 9, no. 6, pp. 1-4, June 2025, Art no. 7002804
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A Novel Vision Transformer based Multimodal Fusion Approach for Clinical MDD Diagnosis Using EEG and Audio Signals
Published in IEEE Transactions on Computational Biology and Bioinformatics, 2025
Recommended citation: S. De, A. Singh and A. K. Bhandari, "A Novel Vision Transformer Based Multimodal Fusion Approach for Clinical MDD Diagnosis Using EEG and Audio Signals," IEEE Transactions on Computational Biology and Bioinformatics, vol. 22, no. 6, pp. 3399-3409, Nov.-Dec. 2025
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