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Journals
Journal Manuscripts Published:
Exploring Siamese-Based Self-Supervised Learning for Sleep Apnea Detection
Chandra Bhushan Kumar, Amit Bhongade, Bijaya Ketan Panigrahi, and Tapan Kumar Gandhi
Computational Intelligence, (May 2025)
Preprint Available at SSRN: Paper Link
WIVIDOSA-Net: Wigner-Ville Distribution based Obstructive Sleep Apnea Detection Using Single Lead ECG Signal
A. Bhongade, T. K. Gandhi
Biomedical Engineering Advances, (2025)
Classification of Gait Phases Using a Shank-Mounted Single IMU Sensor
A. Bhongade, R Gupta, M. Bhatia, Prathosh AP, and T. K. Gandhi
IEEE Sensors Journal, (2025)
Automatic Identification of Obstructive Sleep Apnea Using Multimodal Features
A. Bhongade, T. K. Gandhi, and Prathosh AP
Biomedical Signal Processing and Control, (2025)
RespTrack-Net: Respiration Parameters Tracking from PPG signal using Deep Learning Model
A. Bhongade, Prathosh AP, and T. K. Gandhi
IEEE Sensors Letters, (2025)
A Robust VMD-PCA Integrated Approach for Accurate Respiration Parameter Estimation from PPG Signals
A. Bhongade, Prathosh AP, and T. K. Gandhi
IEEE Embedded Systems Letters, (2025)
ResPara-Net: Respiration Parameter Estimation Using Wearable Single Inertial Measurement Unit Sensor and Deep Learning
A. Bhongade, R. Gupta, A. Prathosh and T. K. Gandhi
IEEE Sensors Journal, (2024)
Patients Prefer a Virtual Reality Approach Over a Similarly Performing Screen-Based Approach for Continuous Oculomotor-Based Screening of Glaucomatous and Neuro-Ophthalmological Visual Field Defects.
RS Soans, RJ Renken, J John, A Bhongade, D Raj, R Saxena, R Tandon, TK Gandhi, FW Cornelissen.
Frontiers in Neuroscience, (2021)
Journal Manuscripts Under Review:
Age Related Improvement in Predictive Processing in Autism
Chayan Majumder, Amit Bhongade, Sheffali Gulati, and Tapan Kumar Gandhi
Autism Research. (Under review)
Predict-OSA: Integrative Multimodal-based Early Prediction of Sleep Apnea using Single-lead ECG Signal
Amit Bhongade, Tapan Kumar Gandhi
Computational Intelligence. (Under review)
Multimodal Sensor Fusion Deep Learning Model for Early Prediction of Freezing of Gait in Parkinson's Disease
Rohit Gupta, Amit Bhongade, Tapan Kumar Gandhi
Computational Intelligence. (Under review)
Exploring Small-World-Network and Other Network Properties in Functional Brain Networks: A Comparative Analysis Across Sleep Stages.
Chandra Bhushan Kumar, Amit Bhongade, Bijaya Ketan Panigrahi, and Tapan K. Gandhi
Brain Informatics. (Under review)
Preprint Available at SSRN: Paper Link
Peer-Reviewed Conferences
Reform-Net: Respiratory Analysis using PPG Signal and CNN-Transformer Based Hybrid Model
A. Bhongade, B. C. Sutar, and T. K. Gandhi
11th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2025), December 11-14, 2025, IIT Delhi, India. (Submitted)
Assessing Digital Intervention for Studying Cognitive Abilities in Autism: A Pilot Study on Feasibility and Engagement
Chayan Majumder, Amit Bhongade, Ashirbad Samantaray, Sheffali Gulati, and Tapan Kumar Gandhi
11th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2025), December 11-14, 2025, IIT Delhi, India. (Submitted)
Efficient Hand Gesture Recognition and Classification Using Supervised Machine Learning on Electromyography Signals
Manisha C. Pargadu, Prerna Khambhayata, Amit Bhongade, Nirav Bhatt, and Tapan Kumar Gandhi
2025 IEEE INDICON 2025, Hosur Road, Bangalore 560100, India. (Submitted)
SnoreFormer-Net: Multi-Transform Scalogram-Based Snoring Detection Using a CNN–Transformer Hybrid Model
Amit Bhongade*, Alyona Rout, Srishti Srivastava, Bijuni Charan Sutar, and Tapan Kumar Gandhi
16th International Conference on Computing, Communication, and Networking Technologies (ICCCNT 2025), IIT Indore, India. (Presented)
A Wearable Low-Cost Photoplethysmography Acquisition Device for Continuous Heart Rate Monitoring
A. Bhongade*, Bhanuj Sharma, Prathosh A P, and T. K. Gandhi
2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2025), Vienna, Austria, October 5–8, 2025. (Accepted)
Exformer: Exploring Convolution And Transformer Model For Sleep Apnea Recognition
A. Bhongade* and T. K. Gandhi
47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Copenhagen, Denmark, July 14-17, 2025. (Presented)
Optimized EEG-EMG Fusion Model for Continuous Hand Trajectory Estimation in Brain Computer Interfaces
Rohit Gupta, A. Bhongade, Bijuni Charan Sutar, and T. K. Gandhi
International Conference on Computational Intelligence, Emerging Technologies, and Smart Systems (ICCIETSS 2025), Rajkot, India. (Presented)
WASPCN-Net: Automatic Detection of Obstructive Sleep Apnea Using Smoothed Wavelet Spectrograms of Single-lead ECG Signals
A. Bhongade*, and T. K. Gandhi
IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC) 2024, Kuching, Sarawak, Malaysia, October 6-10, 2024.
Development of BCI-Driven Robotic Hand Control System: A Preliminary Study
Rohit Gupta, Bijuni Charan Sutar, A. Bhongade, and T. K. Gandhi
8th IEEE Conference on Control Technology and Applications (IEEE CCTA) 2024, Newcastle upon Tyne, United Kingdom (UK), August 21–23, 2024.
A Portable Low-Cost Respiration Rate Measurement System for Sleep Apnea Detection
A. Bhongade*, R. Gupta, T. K. Gandhi, and P. AP
45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC) 2023, Sydney, Australia, July 24-27, 2023.
Conference Poster, Paper Link, Certificate
1D Convolutional Neural Network for Obstructive Sleep Apnea Detection
A. Bhongade, R. Gupta and T. K. Gandhi
IEEE 20th India Council International Conference (IEEE INDICON) 2023, Hyderabad, India, 2023,
Recognition of Obstructive Sleep Apnea from a Single Lead Electrocardiogram Signal Using a ResNet Model
C. B. Kumar, A. Bhongade, T. K. Gandhi and B. K. Panigrahi
14th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2023, Delhi, India, 2023
EEG and EMG fusion-based hand 3D Trajectory Estimation using deep learning model: A preliminary study
R. Gupta, A. Bhongade and T. K. Gandhi
14th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2023, Delhi, India, 2023
Multimodal Wearable Sensors-based Stress and Affective States Prediction Model
R. Gupta, A. Bhongade, and T. K. Gandhi
9th International Conference on Advanced Computing and Communication Systems (ICACCS) 2023, Coimbatore, India, 2023.
Hand 3D Trajectory Estimation for BCI Application
R. Gupta, A. Bhongade and T. K. Gandhi
International Conference on Recent Advances in Electrical, Electronics & Digital Healthcare Technologies (REEDCON) 2023, New Delhi, India, 2023.
Best_Paper_Award, Paper Link, Certificate
Machine Learning-Based Gait Characterization Using a Single IMU Sensor
A. Bhongade, R. Gupta, and T. K. Gandhi
International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) 2022, Greater Noida, India, 2022.
Automatic Detection of Sleep Apnea from Single-lead ECG Signal Using Machine Learning
A. Bhongade, R. Gupta, and T. K. Gandhi
International Conference on Futuristic Technologies (INCOFT) 2022, Belgaum, India, 2022.
Advancements and Challenges in Wearable PPG Sensors for Continuous Cardiovascular Disease Monitoring: A Comprehensive Review
A. Gambhir, A. Bhongade, T. Sharma, A. Verma, R. Gupta, and T. K. Gandhi
TechRxiv, August 06, 2024. (Preprint)
Abstracts
Neuromuscular Fusion-based Hand 3D Trajectory Estimation Model
A. Bhongade*, R. Gupta, and T. K. Gandhi
Neuroscience 2024, Society for Neuroscience Chicago, USA, October 5–9, 2024
SnoreDetect: Automatic Snoring Detection Using Audio Recordings and Machine Learning
A. Bhongade*, R. Gupta, and T. K. Gandhi
8th International Sleep Update 2024 - New Delhi, Pride Plaza Aerocity, Delhi
Theme: Current Concepts in Sleep Medicine.
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