Author

Rajintha Gunawardena

Coventry UniversityORCID 0000-0003-1192-9125Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Daniel J. BlackburniD· 1 shared Fei HeiD· 1 shared Ptolemaios Georgios SarrigiannisiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Daniel J. BlackburnORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintOct 15, 2021

Kernel-based Nonlinear Manifold Learning for EEG Channel Selection with Application to Alzheimer's Disease

Rajintha Gunawardena, Ptolemaios Georgios Sarrigiannis, Daniel J. Blackburn, Fei He

This paper introduces a kernel-based nonlinear manifold learning method for EEG channel selection to distinguish Alzheimer's disease patients from healthy controls.

1 citation

electronic health recordsstatistical model

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