Author

Albert Leung

University of Calgary

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Research Focus:GWAS / association mapping· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Janith WeeramaniD· 1 shared Jiayi BianiD· 1 shared Jingjing WuiD· 1 shared Jun Yi YaniD· 1 shared Lang WuiD· 1 shared Qi-Xuan DingiD· 1 shared Qing LiiD· 1 shared Quan LongiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Janith WeeramanORCID

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1 paper

Recent·Most cited

Autoencoder-transformed transcriptome improves genotype-phenotype association studies

Qing Li, Jiayi Bian, Janith Weeraman, Zilong Zhang, Albert Leung, Qi-Xuan Ding, Thierry Chekouo, Lang Wu, Jun Yi Yan, Jingjing Wu, Quan Long

The paper introduces AE-TWAS, a method that improves genotype-phenotype association studies by transforming transcriptome data with autoencoders to enhance expression heritability and TWAS performance.

IEEE Transactions on Computational Biology and Bioinformatics · May 9, 2025Peer-reviewedBioinformatics