Browse By Person: Thilakasiri Dissanayakage, Pubudu Theekshana Dissanayake

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Jump to: 2024 | 2023 | 2022 | 2021

Number of items: 8.

2024

Thilakasiri Dissanayakage, Pubudu Theekshana Dissanayake (2024) Deep machine learning for biosignal analysis. PhD by Publication, Queensland University of Technology.

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2023

Dissanayake, Theekshana, Fernando, Tharindu, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton (2023) DConv-LSTM-Net: A Novel Architecture for Single and 12-Lead ECG Anomaly Detection. IEEE Sensors Journal, 23(19), pp. 22763-22776.

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Dissanayake, Theekshana, Fernando, Tharindu, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton (2023) Multi-stage stacked temporal convolution neural networks (MS-S-TCNs) for biosignal segmentation and anomaly localization. Pattern Recognition, 139, Article number: 109440.

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Dissanayake, Theekshana, Fernando, Tharindu, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton (2023) Generalized Generative Deep Learning Models for Biosignal Synthesis and Modality Transfer. IEEE Journal of Biomedical and Health Informatics, 27(2), pp. 968-979.

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2022

Thilakasiri Dissanayakage, Pubudu Theekshana Dissanayake, Warnakulasuriya, Tharindu Fernando, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton (2022) Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction using Scalp EEG Signals. IEEE Journal of Biomedical and Health Informatics, 26(2), pp. 527-538.

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2021

Dissanayake, Theekshana, Fernando, Tharindu, Denman, Simon, Ghaemmaghami, Houman, Sridharan, Sridha, & Fookes, Clinton (2021) Domain Generalization in Biosignal Classification. IEEE Transactions on Biomedical Engineering, 68(6), pp. 1978-1989.

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Dissanayake, Theekshana, Fernando, Tharindu, Denman, Simon, Sridharan, Sridha, Ghaemmaghami, Houman, & Fookes, Clinton (2021) A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection without Segmentation. IEEE Journal of Biomedical and Health Informatics, 25(6), pp. 2162-2171.

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Dissanayake, Theekshana, Fernando, Tharindu, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton (2021) Deep Learning for Patient-Independent Epileptic Seizure Prediction Using Scalp EEG Signals. IEEE Sensors Journal, 21(7), pp. 9377-9388.

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This list was generated on Sun Aug 4 08:19:11 2024 AEST.