Sajila D. Wickramaratne

According to our database, Sajila D. Wickramaratne authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Machine Learning Model Combining Ventilatory, Hypoxic, Arousal Domains Across Sleep Better Predicts Adverse Consequences of Obstructive Sleep Apnea.

Sajila D. Wickramaratne, Kam Korey, Thomas M. Tolbert, Andrew W. Varga, Indu Ayappa, David M. Rapoport, Ankit Parekh

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

SleepSIM: Conditional GAN-based non-REM sleep EEG Signal Generator.

Sajila D. Wickramaratne, Ankit Parekh

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2021

Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data.

Sajila D. Wickramaratne, Md Shaad Mahmud

Frontiers Big Data, 2021

A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS.

Sajila D. Wickramaratne, Md Shaad Mahmud

CoRR, 2021

LSTM based GAN Networks for Enhancing Ternary Task Classification Using fNIRS Data.

Sajila D. Wickramaratne, Md Shaad Mahmud

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Use of Brain Electrical Activity to Classify People with Concussion: A Deep Learning Approach.

Sajila D. Wickramaratne, Md Shaad Mahmud, Robert S. Ross

Proceedings of the 2020 IEEE International Conference on Communications, 2020

A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data.

Sajila D. Wickramaratne, Md Shaad Mahmud

Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

Automatic Detection of Respiratory Effort Related Arousals With Deep Neural Networks From Polysomnographic Recordings.

Sajila D. Wickramaratne, Md Shaad Mahmud

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Bi-Directional Gated Recurrent Unit Based Ensemble Model for the Early Detection of Sepsis.

Sajila D. Wickramaratne, Md Shaad Mahmud

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020