Author

Joseph D. Mornin

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 Systems Biology· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:benchmarking· 1 Approach:experimental assay· 1 Approach:statistical model· 1

Frequent Co-Authors

Alex J. HughesiD· 2 shared Arjun RajiD· 2 shared Lauren E. BeckiD· 2 shared Zev J. GartneriD· 2 shared Christopher J. CoteiD· 1 shared David P. BaueriD· 1 shared Ilya LukoniniD· 1 shared Jasmine LeeiD· 1 shared

Activity by Year

2018-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 40 mutual co-author links

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2 shared papersSystems Biology

Alex J. HughesORCID

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2 papers

Recent·Most cited

Systematically quantifying morphological features reveals constraints on organoid phenotypes

Lauren E. Beck, Jasmine Lee, Christopher J. Cote, Margaret C. Dunagin, Ilya Lukonin, Nikkita Salla, Marcello Chang, Alex J. Hughes, Joseph D. Mornin, Zev J. Gartner, Prisca Liberali, Arjun Raj

The paper quantifies morphological features of organoids under perturbations to identify constraints on their phenotypes, finding scaling relationships and parameter caps that vary with age and culture conditions.

Cell Systems · Jun 14, 2022Peer-reviewedSystems Biology

Quantius: Generic, high-fidelity human annotation of scientific images at 105-clicks-per-hour

Alex J. Hughes, Joseph D. Mornin, Sujoy Kumar Biswas, Lauren E. Beck, David P. Bauer, Arjun Raj, Simone Bianco, Zev J. Gartner

Quantius provides a crowd-based image annotation platform that achieves high-fidelity human annotation at 105 clicks per hour, matching deep learning performance while reducing time and cost.

Nature Methods · Jul 19, 2018Peer-reviewedBioinformatics