Author

Matthew Smith

Broad InstituteORCID 0000-0002-3379-6389Unclaimed ORCID profile · follow to get notified of new preprints

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Matthew Smith1 paper · University of Virginia Health System

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

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Allen GoodmaniD· 1 shared Anne Elizabeth CarpenteriD· 1 shared Beth A. CiminiiD· 1 shared Claire McQuin· 1 shared Juan Carlos CaicedoiD· 1 shared Mehrtash BabadiiD· 1 shared Michael Bornholdt· 1 shared Nikita MoshkoviD· 1 shared

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Allen GoodmanORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedFeb 21, 2024

Learning representations for image-based profiling of perturbations

Nikita Moshkov, Michael Bornholdt, Santiago Benoit…·Juan Carlos Caicedo

The paper develops a weakly supervised learning method to learn treatment effect representations from imaging data, improving downstream analysis performance.

133 citationstop 1%

imagingmachine learning (classical)

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