Author

Aishwarya Jayagopal

National University of SingaporeORCID 0000-0002-5658-0724Unclaimed 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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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Ho Zong Sien· 1 shared Ragunathan MariappaniD· 1 shared Vaibhav RajaniD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Ho Zong Sien

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1 paper

Recent·Most cited

Neural Collective Matrix Factorization for Integrated Analysis of Heterogeneous Biomedical Data

Ragunathan Mariappan, Aishwarya Jayagopal, Ho Zong Sien, Vaibhav Rajan

This paper introduces NCMF, a neural collective matrix factorization method for integrating heterogeneous biomedical data, showing improved performance in gene-disease and adverse drug event prediction.

Bioinformatics · Aug 5, 2022Peer-reviewedBioinformatics