Author

Damayanthi Herath

University of PeradeniyaORCID 0000-0002-2044-7737Unclaimed 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:cell type annotation· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Organism:plant (other)· 1 Research Focus:variant calling· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Anjana SenanayakeiD· 1 shared Hasindu GamaarachchiiD· 1 shared Indika KahandaiD· 1 shared Puwasuru IhalagedaraiD· 1 shared Roshan RageliD· 1 shared Sandali D. LokugeiD· 1 shared Shyaman JayasundaraiD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 9 mutual co-author links

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1 shared paperBioinformatics

Anjana SenanayakeORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

DeepSelectNet: Deep Neural Network Based Selective Sequencing for Oxford Nanopore Sequencing

Anjana Senanayake, Hasindu Gamaarachchi, Damayanthi Herath, Roshan Ragel

DeepSelectNet improves selective sequencing accuracy for species classification, outperforming existing methods and enabling real-time classification.

BMC Bioinformatics · Jan 28, 2023Peer-reviewedBioinformatics

miRNAFinder: A Comprehensive Web Resource for Plant Pre-microRNA Classification

Sandali D. Lokuge, Shyaman Jayasundara, Puwasuru Ihalagedara, Indika Kahanda, Damayanthi Herath

The paper introduces miRNAFinder, a web tool for plant pre-miRNA classification using a multilayer perceptron model with high accuracy.

Biosystems · Mar 16, 2022Peer-reviewedBioinformatics