Author

Kartik Soni

University of Southern California

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

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Cell Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Organism:zebrafish· 1

Frequent Co-Authors

Albert E. Almada· 1 shared Alma Zuniga Munoz· 1 shared Angela LiiD· 1 shared Ari AdleriD· 1 shared Arundati Iyer· 1 shared Bérénice Anath BenayouniD· 1 shared Frank A. PetriglianoiD· 1 shared Kathryn Kirkendall· 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 paperCell Biology

Albert E. Almada

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1 paper

Recent·Most cited

Ilastik: a machine learning image analysis platform to interrogate stem cell fate decisions across multiple vertebrate species

Alma Zuniga Munoz, Kartik Soni, Angela Li, Vedant Lakkundi, Arundati Iyer, Ari Adler, Kathryn Kirkendall, Frank A. Petrigliano, Bérénice Anath Benayoun, Thomas P. Lozito, Albert E. Almada

The paper introduces Ilastik, a machine learning tool for analyzing stem cell fate decisions in vertebrate species, showing it outperforms manual counting in accuracy and speed.

bioRxiv · Dec 21, 2024 · PreprintCell Biology