Author

Ser-Xian Phua

Nanyang Technological University

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Cancer Biology· 1

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Research Focus:variant effect prediction· 1

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Allen ChongiD· 1 shared H. Y. LiiD· 1 shared Wilson Wen Bin GohiD· 1 shared Woon Yee Ng· 1 shared Yunzhi Xiao· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperCancer Biology

Allen ChongORCID

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Recent·Most cited

Cancer BiologybioRxivPreprintMar 28, 2024

Establishing the foundations for a data-centric AI approach for virtual drug screening through a systematic assessment of the properties of chemical data

Allen Chong, Ser-Xian Phua, Yunzhi Xiao…·Wilson Wen Bin Goh

This paper demonstrates that conventional ML can achieve high accuracy in virtual screening with proper data and representation, outperforming deep learning methods.

DOI 10.1101/2024.03.28.587184

machine learning (classical)drug response / drug discovery

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