Author

Santiago Benoit

Broad Institute

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:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

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

Activity by Year

2024-2024 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Allen GoodmanORCID

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1 paper

Recent·Most cited

Learning representations for image-based profiling of perturbations

Nikita Moshkov, Michael Bornholdt, Santiago Benoit, Matthew Smith, Claire McQuin, Allen Goodman, Rebecca A. Senft, Yu Han, Mehrtash Babadi, Péter Horváth, Beth A. Cimini, Anne Elizabeth Carpenter, Shantanu Singh, Juan Carlos Caicedo

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

Nature Communications · Feb 21, 2024Peer-reviewedBioinformatics