Author

Jayaraj Pottekkattuvalappil Balakrishnan

National Institute of Technology CalicutORCID 0000-0002-9924-9046Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

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Hemant Yadav· 1 shared Jisna Vellara AntonyiD· 1 shared Prayagh Madhu· 1 shared

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2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Hemant Yadav

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1 paper

Recent·Most cited

BioinformaticsJournal of Molecular ModelingPeer-reviewedAug 17, 2021

Assigning Secondary Structure in Proteins using AI

Jisna Vellara Antony, Prayagh Madhu, Jayaraj Pottekkattuvalappil Balakrishnan, Hemant Yadav

This paper introduces a deep learning model for protein secondary structure assignment using CNNs, achieving 88.1% and 82.5% accuracy on training and test sets.

7 citations

protein structuredeep learning