| 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 | 20 | 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 | 17 | 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 | 15 | 2021 |
| 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 | 6 | 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 | 4 | 2016 |
| 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 |
| 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 | 2 | 2020 |
| 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 |
| 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 |
| 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 | | 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 |
| 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 | | 2021 |
| Deep Learning of Solar Wind Time-Frequency Representations for Predicting Local Ground Horizontal Magnetic Component S Wickramaratne, MS Mahmud, AM Keesee AGU Fall Meeting Abstracts 2020, NG004-0010, 2020 | | 2020 |
| Experience based adaptive vocal interaction system for domestic service robots SD Wickramaratne | | 2018 |
Mahmud ShaadAssistant Professor, University of New HampshireVerified email at unh.edu
