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

Frequent Co-Authors

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

Activity by Year

2024-2024 · peak 1/yr

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1 shared paperCancer Biology

Allen ChongORCID

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1 paper

Recent·Most cited

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, Woon Yee Ng, H. Y. Li, 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.

bioRxiv · Mar 28, 2024 · PreprintCancer Biology