| Conditional-GAN based data augmentation for deep learning task classifier improvement using fNIRS data SD Wickramaratne, MS Mahmud Frontiers in big Data 4, 659146, 2021 | 38 | 2021 |
| Bi-directional gated recurrent unit based ensemble model for the early detection of sepsis SD Wickramaratne, MDS Mahmud 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 23 | 2020 |
| A deep learning based ternary task classification system using gramian angular summation field in fNIRS neuroimaging data SD Wickramaratne, MS Mahmud 2020 IEEE International Conference on E-health Networking, Application …, 2021 | 20 | 2021 |
| Ventilatory burden as a measure of obstructive sleep apnea severity is predictive of cardiovascular and all-cause mortality A Parekh, K Kam, S Wickramaratne, TM Tolbert, A Varga, R Osorio, ... American Journal of Respiratory and Critical Care Medicine 208 (11), 1216-1226, 2023 | 10 | 2023 |
| Use of brain electrical activity to classify people with concussion: a deep learning approach SD Wickramaratne, MDS Mahmud, RS Ross ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020 | 7 | 2020 |
| Combination of ventilatory, hypoxic, and arousal burden predicts short-and long-term consequences of OSA better than the apnea-hypopnea index S Wickramaratne, K Kam, TM Tolbert, AW Varga, IA Ayappa, ... C98. RISKY BUSINESS: PREDICTING CONSEQUENCES OF OSA, A5968-A5968, 2023 | 4 | 2023 |
| A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS SD Wickramaratne, MDS Mahmud 2020 5th International Conference on Intelligent Informatics and Biomedical …, 2020 | 4 | 2020 |
| Lstm based gan networks for enhancing ternary task classification using fnirs data SD Wickramaratne, MDS Mahmud 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 3 | 2021 |
| Automatic detection of respiratory effort related arousals with deep neural networks from polysomnographic recordings SD Wickramaratne, MDS Mahmud 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 3 | 2020 |
| Field based navigation for 3D obstacle avoidance SD Wickramaratna, AS Udage, RT Jayasekara, DA Kariyapperuma, ... 2016 Moratuwa Engineering Research Conference (MERCon), 391-396, 2016 | 3 | 2016 |
| Attention level approximation of a conversation in human-robot vocal interaction using prosodic features of speech SD Wickramaratne, AGBP Jayasekara Engineering Research Conference (MERCon), 2017 Moratuwa, 40-45, 2017 | 1 | 2017 |
| 0319 Using Generative AI as a Tool for Simulating EEG During Nocturnal Polysomnography S Wickramaratne, A Parekh, K Kam Sleep 47 (Supplement_1), A137-A137, 2024 | | 2024 |
| 0461 Parietal EEG Slow Activity During NREM Is Associated with Overnight Spatial Memory Performance in CPAP-treated OSA A Mullins, A Parekh, K Kam, D Valencia, S Wickramaratne, I Ayappa, ... Sleep 47 (Supplement_1), A198-A199, 2024 | | 2024 |
| 0320 Foundational Transformers with Linear Probing for Sleep Stage Classification Using Time Series Sleep Study Data B Fox, S Wickramaratne, A Parekh, G Nadkarni Sleep 47 (Supplement_1), A138-A138, 2024 | | 2024 |
| Reply to: Ventilatory Burden in Obstructive Sleep Apnea: A Novel Indicator for Assessing Severity? A Parekh, K Kam, S Wickramaratne, TM Tolbert, AW Varga, RS Osorio, ... American journal of respiratory and critical care medicine, 2024 | | 2024 |
| SleepSIM: Conditional GAN-based non-REM sleep EEG Signal Generator SD Wickramaratne, A Parekh 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | | 2023 |
| 0723 Slow wave activity surrounding K-complexes is associated with long-term all-cause mortality in a large community-dwelling cohort D Valencia, R Schoenholz, G Bischoff, A Berkalieva, S Wickramaratne, ... Sleep 46 (Supplement_1), A318-A318, 2023 | | 2023 |
| Using machine learning to extract cognitive status from the sleep EEG in progressing stages of dementia: defining interpretable and age-related features K Kam, A Parekh, S Wickramaratne, AW Varga Sleep 46 (3), zsac324, 2023 | | 2023 |
| Characterization of gait patterns in prodromal Parkinson’s disease in free-living conditions using wrist-worn actigraphy A Brink-Kjaer, SD Wickramaratne, S Marwaha, P Jennum, E Mignot, ... Sleep Medicine 115 (Suppl. 1), 302-302, 2023 | | 2023 |
| Deep Learning Based Predictive Models for Performance Enhancement in Bio Medical Applications SD Wickramaratne University of New Hampshire, 2023 | | 2023 |
Mahmud ShaadAssistant Professor, University of New HampshireVerified email at unh.edu
