Publications

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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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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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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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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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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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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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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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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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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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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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 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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An Innovative Method for Estimating Blood Pressure and Classifying Hypertension Levels Using PPG

Published in Indian Patent Journal, 2024