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 | 41 | 2021 |
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 | 25 | 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 |
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 | 18 | 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 | 5 | 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 | 5 | 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 | 4 | 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 | 2 | 2016 |
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 | 1 | 2023 |
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 |
Defining Clinical Phenotypes of Mild Obstructive Sleep Apnea: A Cluster Analysis N Jain, H Romero Castillo, S Wickramaratne, J Sunderram, A Parekh, ... B80-3. OSA 2.0: LEVELING UP THE SLEEP APNEA TOOL KIT, A4564-A4564, 2024 | | 2024 |
Using Explainable AI to Predict Survival Curves for All-cause Mortality in Obstructive Sleep Apnea S Wickramaratne, K Kam, AE Mullins, TM Tolbert, AW Varga, IA Ayappa, ... B99. SLEEP APNEA UNPLUGGED: NAVIGATING A MYRIAD OF HEALTH OUTCOMES, A4731-A4731, 2024 | | 2024 |
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 Gan et al.: 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 209 (8), 1037-1038, 2024 | | 2024 |
A foundational transformer leveraging full night, multichannel sleep study data accurately classifies sleep stages B Fox, J Jiang, S Wickramaratne, P Kovatch, M Suarez-Farinas, NA Shah, ... medRxiv, 2024.08. 02.24311417, 2024 | | 2024 |
Detection and Characterization of Walking Bouts Using a Single Wrist-Worn Accelerometer in Free-living Conditions A Brink-Kjær, SD Wickramaratne, A Parekh, EH During medRxiv, 2023.08. 01.23293509, 2023 | | 2023 |