Author

Andrew J. M. Kiruluta

Pfizer (United States)

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Research Focus:drug response / drug discovery· 1 Assay:imaging· 1

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Daniel R. WongiD· 1 shared David J. LoganiD· 1 shared Djork-Arné ClevertiD· 1 shared Robert V. StantoniD· 1 shared Santosh HariharaniD· 1 shared

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2023-2023 · peak 1/yr

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Daniel R. WongORCID

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1 paper

Recent·Most cited

BioinformaticsDigital DiscoveryPeer-reviewedJan 1, 2023

Deep Representation Learning Determines Drug Mechanism of Action from Cell Painting Images

Daniel R. Wong, David J. Logan, Santosh Hariharan…·Andrew J. M. Kiruluta

The paper introduces MOAProfiler, a deep learning encoder that improves the accuracy of drug mechanism of action classification from Cell Painting images compared to traditional and existing deep learning methods.

22 citations

imagingdeep learning

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