Book Chapters (2)
- 1. Muhammad Sudipto Siam Dip, Mohammod Abdul Motin, Md. Anik Hasan, and Sumaiya Kabir; "Optimized Feature Selection and Neural Network-Based Classification of Motor Imagery Using EEG Signals: A Time-Frequency Approach, Time-frequency analysis in Biomedical Engineering: Contemporary Methods and Applications", CRC Press, 2026
- 2. Nemuel D. Pah, Mohammod Abdul Motin, and Dinesh K. Kumar; "Voice Analysis for Diagnosis and Monitoring Parkinson’s disease, and detecting the effect of Levodopa", Techniques for Assessment of Parkinsonism for Diagnosis and Rehabilitation (Sprinter Nature Publication), 2022
Journal Articles (39)
- 1. Sapnil Sarker Bipro; Mohammod Abdul Motin; Shuqiang Wang; Mufti Mahmud; "An explainable transformer-driven network for electrocardiogram-based stress monitoring for resource-constrained devices", Computers and Electrical Engineering, 2026
- 2. Meftahul Jannat Nuha, Abid Hasan, Sumaiya Kabir, Mohammod Abdul Motin; "TinyArtifactNet: A Resource-Efficient Deep Learning Model for On-Device Motion Artifact Detection in PPG", IEEE Sensors Journal, 2026
- 3. Sapnil Sarker Bipro, Mohammod Abdul Motin, Md Santo Ali, Sumaiya Kabir, GKM Hasanuzzaman, Shuqiang Wang, Mufti Mahmud; "An Attention Driven Deep Learning Architecture for Stress Monitoring Using Single Channel Electrocardiogram Signal", IEEE Transactions on Consumer Electronics, 2026
- 4. Md Santo Ali, Mohammod Abdul Motin, Sapnil Sarker Bipro, Sumaiya Kabir, Md Khalid Syfullah, and Dinesh Kumar; "Detection of Mental Stress from Photoplethysmography for Under-Resourced Healthcare Systems", IEEE Sensors Journal, 2026
- 5. Md Santo Ali, Sapnil Sarker Bipro, Mohammod Abdul Motin, Sumaiya Kabir, Manish Sharma, and Muhammad E. H. Chowdhury; "TEANet: A Transpose-Enhanced Autoencoder Network for Stress Monitoring on Resource Constrained Wearable Device", IEEE Access, 2025
- 6. Imran Hossan, Nusratul Jannat Mary, Mohammod Abdul Motin; "TinyHAR-Net: Design and Implementation of a TinyML-Based Human Activity Recognition Framework on STM32", IEEE Embedded Systems Letters, 2025
- 7. Muhammad Sudipto Siam Dip, Mohammod Abdul Motin, Chandan Karmakar, Thomas Penzel, Marimuthu Palaniswami; "NeuroSleepNet: An Explainable Multi-Head Attention-Based Framework with Spatial and Multi-Scale Independent Temporal Context Learning for Automatic Sleep Stage Scoring",", IEEE Access, 2025
- 8. Mohammod Abdul Motin; Md Santo Ali; Sapnil Sarker Bipro; Meftahul Jannat Nuha; Abid Hasan; Sumaiya Kabir; "A Multi-modal Wearable Dataset for Cognitive Attention and Task-based Stress Analysis", Data in Brief, 2025
- 9. Md Santo Ali, Mohammod Abdul Motin, Sumaiya Kabir; "ReTeNet: A Residual Encoder and Transformer Encoders Network for Stress Monitoring from Wearable Device", IEEE Signal Processing Letters, 2025
- 10. Md Mayenul Islam, Mohammod Abdul Motin, Sumaiya Kabir, Dinesh Kumar; "Poincaré Image Analysis of Short-Term Electrocardiogram for Detecting Atrial Fibrillation", IEEE Journal of Biomedical and Health Informatics, 2025
- 11. Imran Hossan, Muhammad Sudipto Siam Dip, Sumaiya Kabir, Mohammod Abdul Motin; "DeepApneaNet: A Multi-Stage CNN-Bi-LSTM Hybrid Model for Sleep Apnea Detection from Single-Lead ECG Signal", IEEE Sensors Letters, 2025
- 12. Md Mayenul Islam, Sumaiya Kabir, Mohammod Abdul Motin; "Difference Poincaré Image Feature Based Persistent Atrial Fibrillation Classification Using Short-Term Electrocardiograms", IEEE Sensors Letters, 2024
- 13. Sheik Mohammed Ali, Sridhar Poosapadi Arjunan, James Peters, Laura Perju-Dumbrava, Catherine Ding, Michael Eller, Sanjay Raghav, Peter Kempster, Mohammod Abdul Motin, PJ Radcliffe, Dinesh Kant Kumar; "Wearable accelerometer and gyroscope sensors for estimating the severity of essential tremor", IEEE Journal of Translational Engineering in Health and Medicine, 2024
- 14. Quoc Cuong Ngo, Nicole McConnell, Mohammod Abdul Motin, Barbara Polus, Arup Bhattacharya, Sanjay Raghav, Dinesh Kant Kumar; "NeuroDiag: Software for Automated Diagnosis of Parkinson’s Disease Using Handwriting", IEEE Journal of Translational Engineering in Health and Medicine, 2024
- 15. Zhu, Yangzhi, Mohammod Abdul Motin, and Qingyu Cui.; "Highlights in Diagnostic and Therapeutic Devices", Frontiers in Medical Technology 5: 13, 2023, 2023
- 16. Hua-Hie Yong, Chandan Karmakar, Mohammod Abdul Motin, Ron Borland, K. Michael Cummings, Shannon Gravely, Geoffrey T. Fong; "Individual and conjoint factors associated with beliefs about the harmfulness of nicotine replacement therapies relative to combustible cigarettes among people who smoke: Findings from the 2020 ITC Four Country Smoking and Vaping Survey", Nicotine & Tobacco Research, Volume 25, Issue 9, September 2023, Pages 1594–1602, 2023
- 17. Mohammod Abdul Motin, Chandan Karmakar, Marimuthu Palaniswami, Thomas Penzel and Dinesh Kumar; "Multi-stage sleep classification using photoplethysmographic sensor", Royal Society Open Science, 2023
- 18. Ahsan Habib, Mohammod Abdul Motin, Thomas Penzel, Marimuthu Palaniswami, John Yearwood, and Chandan Karmakar; "Performance of a Convolutional Neural Network Derived from PPG Signal in Classifying Sleep Stages", IEEE Transactions on Biomedical Engineering, 2022
- 19. Shadhon Chandra Mohonta, Mohammod Abdul Motin, Dinesh Kant Kumar; "Electrocardiogram based arrhythmia classification using wavelet transform with deep learning model", Sensing and Bio-Sensing Research, 2022
- 20. Sheik Mohammed Ali, Sridhar Poosapadi Arjunan, James Peters, Laura Perju-Dumbrava, Catherine Ding, Michael Eller, Sanjay Raghav, Peter Kempster, Mohammod Abdul Motin, PJ Radcliffe, Dinesh Kant Kumar; "Wearable sensors during drawing tasks to measure the severity of essential tremor", Nature Scientific Reports, 2022
- 21. Nemuel D. Pah, Mohammod A. Motin & Dinesh K. Kumar; "Phonemes based detection of parkinson’s disease for telehealth applications", Nature Scientific Reports, 2022
- 22. Quoc Cuong Ngo, Mohammod Abdul Motin, Nemuel Daniel Pah, Peter Drotár, Peter Kempster, and Dinesh Kumar; "Computerized Analysis of Speech and Voice for Parkinson’s Disease: A Systematic Review", Computer Methods and Programs in Biomedicine, 2022
- 23. Mohammod Abdul Motin, Nemuel D. Pah, and Dinesh K. Kumar; "Detection of Parkinson’s Disease Using Sustained Phonemes Recorded using Smartphones", IEEE Access, 2022
- 24. Nemuel D. Pah, Mohammod Abdul Motin, Peter Kempster, Dinesh Kant Kumar; "Detecting effect of levodopa in Parkinson’s disease patients using different sustained phonemes", IEEE Journal of Translational Engineering in Health and Medicine, 2021
- 25. Mate Hires, Matej Gazda, Nemuel Daniel Pah, Mohammod Abdul Motin, Dinesh Kant Kumar, Peter Drotar,; "Convolutional Neural Network Ensemble for Parkinson’s Disease Detection from Voice Recordings", Computers in Biology and Medicine, 2021
- 26. Peters J, Motin MA, Perju-Dumbrava L, Ali SM, Ding C, Eller M, Raghav S, Kumar DK, Kempster PA:; "Computerised analysis of writing and drawing by essential tremor phenotype", BMJ Neurology Open, 2021
- 27. Rajna Ogrin, Mohammod Abdul Motin, Behzad Aliahmad, Kylie Elder, Jacinta Anderson, Dinesh Kumar; "Can thermal imaging technique be used to predict the healing status of a venous leg ulcer?", The International Journal of Lower Extremity Wounds, 2021
- 28. Mohammod Abdul Motin, James Peters, Laura Perju-Dumbrava, Catherine Ding, Michael Eller, Sanjay Raghav, Sheik Mohammed Ali, Peter Kempster, PJ Radcliffe, Dinesh Kant Kumar; "Computerized Screening of Essential Tremor and Level of Severity Using Consumer Tablet", IEEE Access, 2021
- 29. Mohammod Abdul Motin, Chandan Karmakar, Marimuthu Palaniswami, Thomas Penzel; "PPG based automated sleep-wake classification using support vector machine", Physiological Measurement, 2020
- 30. Hua-Hie Yong, Chandan Karmakar, Mohammod Abdul Motin, Ron Borland, Tara Elton-Marshall, K. Michael Cummings, Geoffrey T. Fong, Mary E Thompson; "Identifying factors that conjointly influence nicotine vaping product relative harm perception among smokers and recent ex-smokers: Findings from the 2016 ITC 4 Country Smoking and Vaping Survey", Drug and Alcohol Dependence, 2020
- 31. Bo Shi, Mohammod Abdul Motin, Xinpei Wang, Chandan Karmakar, Peng Li; "Bivariate Entropy Analysis of Electrocardiographic RR-QT Time Series", Entropy, 2020
- 32. Mohammod Abdul Motin, Chandan Karmakar, Marimuthu Palaniswami; "Selection of Empirical Mode Decomposition Techniques for Extracting Respiratory Rate from PPG", IEEE Signal Processing Letter, 2019
- 33. Mohammod Abdul Motin, Chandan Karmakar, Marimuthu Palaniswami; "PPG Derived Heart Rate Estimation during Intensive Physical Exercise using Recursive Wiener Filtering", IEEE Access, 2019
- 34. Lydia Brown, Chandan Karmakar, Maria Flynn, Mohammod Abdul Motin, Marimuthu Palaniswami, Christopher M. Celano, Jeff Huffman, and Christina Bryant; "A Self-Compassion Group Intervention for Patients Living With Chronic Medical Illness: Treatment Development and Feasibility Study", The primary care companion for CNS disorders, 2019
- 35. Mohammod Abdul Motin, Chandan Karmakar, Marimuthu Palaniswami; "Ensemble Empirical Mode Decomposition with Principal Component Analysis: A Novel Approach for Extracting Respiratory Rate and Heart Rate from Photoplethysmographic Signal", IEEE Journal of Biomedical and Health Informatics, 2018
- 36. Md. Masud Rana, Abu Sadat Md. Sayem, Mohammod Abdul Motin; "Structured Nonorthogonal ADI-FDTD for EM Scattering from Curved Conducting Bodies", AEU - International Journal of Electronics and Communications, 70(12), 2016
- 37. Md. Masud Rana, Mohammod Abdul Motin, Md. Shamim Anower; "Indoor propagation modeling for UWB communications using LOD-FDTD method", Journal of Electrical Engineering, 3(3):1-5, 01, 2015
- 38. M I Hasan, Mohammod Abdul Motin; "New slotting technique of making compact octagonal patch for four band applications", International Journal of Innovation and Applied Studies 3 (1), 221-227, 2013
- 39. Mohammod Abdul Motin, Md Forhad Zaman, and M. R. I. Sheikh; "Energy efficient modelling of solar wind hybrid power system for a tourist island", International Journal of Advanced Renewable Energy Research 1, no. 1, 2013
Conference Papers (14)
- 1. Md Santo Ali, Mohammod Abdul Motin, Mufti Mahmud; "A Dual Path Hybrid Convolutional Neural Network and Bidirectional Long-Short Term Memory Approach for PPG-Based Stress Monitoring", 4th MusIML Workshop co-located with ICML 2025, Vancouver, Canada, 2025
- 2. Basob Paul Brinta, Abdullah Al Fahim, Mohammod Abdul Motin, Sumaiya Kabir, Mufti Mahmud; "Electrocardiogram Signal Quality Assessment Using Deep Learning Model", 4th International Conference on Applied Intelligence and Informatics 2024 (AII 2024), London, UK., 2024
- 3. Nemuel D. Pah, Mohammod A. Motin, and Dinesh K. Kumar; "The Change of Vocal Track Length in People with Parkinson’s Disease", 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Sydney, Australia, 2023., 2023
- 4. Mohammod A. Motin, Nemuel D. Pah, and Dinesh K. Kumar; "Monitoring the Effect of Levodopa Using Sustained Phonemes in Parkinson’s Disease Patients", 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Sydney, Australia, 2023., 2023
- 5. Md Mayenul Islam, and Mohammod Abdul Motin; "Detection of Persistent Atrial Fibrillation Using ECG Signal", 50th Computing in Cardiology conference in Atlanta, Georgia, USA, 2023., 2023
- 6. Sapnil Sarker Bipro, Sumaiya Kabir and Mohammod Abdul Motin; "Monitoring Stress Using Electrocardiogram Signal", 50th Computing in Cardiology conference in Atlanta, Georgia, USA, 2023., 2023
- 7. Nemuel Daniel Pah, Veronica Indrawati, Dinesh K. Kumar and Mohammod Abdul Motin; "Analyzing the Probability Density Distribution of Sustained Phoneme Voice Features in the PC-GITA Dataset for Parkinson’s Disease Identification", 4th Biannual International Conference on Informatics, Technology, and Engineering (InCITE), Indonesia, 2023., 2023
- 8. Mohammod Abdul Motin, Mufti Mahmud, David J Brown; "Detecting Parkinson’s Disease from Electroencephalogram Signals: An Explainable Machine Learning Approach", IEEE 16th International Conference on Application of Information and Communication Technologies (AICT), 2022
- 9. Mohammod Abdul Motin, Chandan Karmakar, Dinesh Kumar, Marimuthu Palaniswami; "PPG Derived Respiratory Rate Estimation in Daily living Conditions", 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2020, 2020
- 10. S Bhowmik, MA Motin, M Sarossy, PJ Radcliffe, D Kumar; "Sample entropy analysis of pupillary signals in glaucoma patients and control via light-induced pupillometry", 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2020, 2020
- 11. Mohammod Abdul Motin, Chandan Karmakar, Thomas Penzel, Marimuthu Palaniswami; "Sleep-Wake Classification using Statistical Features Extracted from Photoplethysmographic Signals", 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, 2019
- 12. Mohammod Abdul Motin, Chandan Karmakar, Marimuthu Palaniswami; "Robust Heart Rate Estimation During Physical Exercise Using Photoplethysmographic Signals", 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018, 2018
- 13. Mohammod Abdul Motin, Chandan Karmakar, Marimuthu Palaniswami; "Thresholding Technique of MMSPCA for Extracting Respiratory Activity from Short Length PPG Signal.", 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, 2017
- 14. Mohammod Abdul Motin, Chandan Karmakar, Marimuthu Palaniswami; "An EEMD-PCA approach to extract heart rate, respiratory rate and respiratory activity from PPG signal.", 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, 2016