Author

Ho Zong Sien

National University of Singapore

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Biology Disciplines

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Bioinformatics· 1

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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

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Aishwarya JayagopaliD· 1 shared Ragunathan MariappaniD· 1 shared Vaibhav RajaniD· 1 shared

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2022-2022 · peak 1/yr

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Aishwarya JayagopalORCID

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Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedAug 5, 2022

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.

5 citations

deep learningstatistical model

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