Author

Hillary Tsang

Broad Institute

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Assay:multiome· 1 Assay:protein sequence· 1 Approach:statistical model· 1

Frequent Co-Authors

Alán F MuñoziD· 1 shared Alexandr A. KalininiD· 1 shared Anne Elizabeth CarpenteriD· 1 shared Bartek P. RajwaiD· 1 shared Erik SerranoiD· 1 shared Gregory P. WayiD· 1 shared John ArévaloiD· 1 shared Loan VulliardiD· 1 shared

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1 shared paperBioinformatics

Alán F MuñozORCID

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1 paper

Recent·Most cited

A versatile information retrieval framework for evaluating profile strength and similarity

Alexandr A. Kalinin, John Arévalo, Erik Serrano, Loan Vulliard, Hillary Tsang, Michael Bornholdt, Alán F Muñoz, Suganya Sivagurunathan, Bartek P. Rajwa, Anne Elizabeth Carpenter, Gregory P. Way, Shantanu Singh

The paper introduces a statistical framework using mean average precision (mAP) to evaluate phenotypic activity and consistency in high-dimensional profiling data across various modalities and perturbation types.

Nature Communications · Jun 4, 2025Peer-reviewedBioinformatics