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Domain Generalization in Biosignal Classification.
IEEE Trans Biomed Eng. 2021 Jun;68(6):1978-1989. doi: 10.1109/TBME.2020.3045720. Epub 2021 May 21.
IEEE Trans Biomed Eng. 2021.
PMID: 33338009
Generalized Generative Deep Learning Models for Biosignal Synthesis and Modality Transfer.
Dissanayake T, Fernando T, Denman S, Sridharan S, Fookes C.
Dissanayake T, et al.
IEEE J Biomed Health Inform. 2023 Feb;27(2):968-979. doi: 10.1109/JBHI.2022.3223777. Epub 2023 Feb 3.
IEEE J Biomed Health Inform. 2023.
PMID: 36409802
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Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals.
Dissanayake T, Fernando T, Denman S, Sridharan S, Fookes C.
Dissanayake T, et al.
IEEE J Biomed Health Inform. 2022 Feb;26(2):527-538. doi: 10.1109/JBHI.2021.3100297. Epub 2022 Feb 4.
IEEE J Biomed Health Inform. 2022.
PMID: 34314363
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An Ensemble Learning Approach for Electrocardiogram Sensor Based Human Emotion Recognition.
Dissanayake T, Rajapaksha Y, Ragel R, Nawinne I.
Dissanayake T, et al.
Sensors (Basel). 2019 Oct 16;19(20):4495. doi: 10.3390/s19204495.
Sensors (Basel). 2019.
PMID: 31623279
Free PMC article.
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A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation.
Dissanayake T, Fernando T, Denman S, Sridharan S, Ghaemmaghami H, Fookes C.
Dissanayake T, et al.
IEEE J Biomed Health Inform. 2021 Jun;25(6):2162-2171. doi: 10.1109/JBHI.2020.3027910. Epub 2021 Jun 3.
IEEE J Biomed Health Inform. 2021.
PMID: 32997637
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