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Integrating deep learning and unbiased automated high-content screening to identify complex disease signatures in human fibroblasts.
Schiff L, Migliori B, Chen Y, Carter D, Bonilla C, Hall J, Fan M, Tam E, Ahadi S, Fischbacher B, Geraschenko A, Hunter CJ, Venugopalan S, DesMarteau S, Narayanaswamy A, Jacob S, Armstrong Z, Ferrarotto P, Williams B, Buckley-Herd G, Hazard J, Goldberg J, Coram M, Otto R, Baltz EA, Andres-Martin L, Pritchard O, Duren-Lubanski A, Daigavane A, Reggio K; NYSCF Global Stem Cell Array® Team; Nelson PC, Frumkin M, Solomon SL, Bauer L, Aiyar RS, Schwarzbach E, Noggle SA, Monsma FJ Jr, Paull D, Berndl M, Yang SJ, Johannesson B. Schiff L, et al. Among authors: fan m. Nat Commun. 2022 Mar 25;13(1):1590. doi: 10.1038/s41467-022-28423-4. Nat Commun. 2022. PMID: 35338121 Free PMC article.
Applying Deep Neural Network Analysis to High-Content Image-Based Assays.
Yang SJ, Lipnick SL, Makhortova NR, Venugopalan S, Fan M, Armstrong Z, Schlaeger TM, Deng L, Chung WK, O'Callaghan L, Geraschenko A, Whye D, Berndl M, Hazard J, Williams B, Narayanaswamy A, Ando DM, Nelson P, Rubin LL. Yang SJ, et al. Among authors: fan m. SLAS Discov. 2019 Sep;24(8):829-841. doi: 10.1177/2472555219857715. Epub 2019 Jul 8. SLAS Discov. 2019. PMID: 31284814 Free PMC article.
Correcting nuisance variation using Wasserstein distance.
Tabak G, Fan M, Yang S, Hoyer S, Davis G. Tabak G, et al. Among authors: fan m. PeerJ. 2020 Feb 28;8:e8594. doi: 10.7717/peerj.8594. eCollection 2020. PeerJ. 2020. PMID: 32161688 Free PMC article.
4,379 results