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A dataset of images and morphological profiles of 30 000 small-molecule treatments using the Cell Painting assay.
Bray MA, Gustafsdottir SM, Rohban MH, Singh S, Ljosa V, Sokolnicki KL, Bittker JA, Bodycombe NE, Dancík V, Hasaka TP, Hon CS, Kemp MM, Li K, Walpita D, Wawer MJ, Golub TR, Schreiber SL, Clemons PA, Shamji AF, Carpenter AE. Bray MA, et al. Among authors: rohban mh. Gigascience. 2017 Dec 1;6(12):1-5. doi: 10.1093/gigascience/giw014. Gigascience. 2017. PMID: 28327978 Free PMC article.
Data-analysis strategies for image-based cell profiling.
Caicedo JC, Cooper S, Heigwer F, Warchal S, Qiu P, Molnar C, Vasilevich AS, Barry JD, Bansal HS, Kraus O, Wawer M, Paavolainen L, Herrmann MD, Rohban M, Hung J, Hennig H, Concannon J, Smith I, Clemons PA, Singh S, Rees P, Horvath P, Linington RG, Carpenter AE. Caicedo JC, et al. Nat Methods. 2017 Aug 31;14(9):849-863. doi: 10.1038/nmeth.4397. Nat Methods. 2017. PMID: 28858338 Free PMC article.
Nucleus segmentation across imaging experiments: the 2018 Data Science Bowl.
Caicedo JC, Goodman A, Karhohs KW, Cimini BA, Ackerman J, Haghighi M, Heng C, Becker T, Doan M, McQuin C, Rohban M, Singh S, Carpenter AE. Caicedo JC, et al. Nat Methods. 2019 Dec;16(12):1247-1253. doi: 10.1038/s41592-019-0612-7. Epub 2019 Oct 21. Nat Methods. 2019. PMID: 31636459 Free PMC article.
Virtual screening for small-molecule pathway regulators by image-profile matching.
Rohban MH, Fuller AM, Tan C, Goldstein JT, Syangtan D, Gutnick A, DeVine A, Nijsure MP, Rigby M, Sacher JR, Corsello SM, Peppler GB, Bogaczynska M, Boghossian A, Ciotti GE, Hands AT, Mekareeya A, Doan M, Gale JP, Derynck R, Turbyville T, Boerckel JD, Singh S, Kiessling LL, Schwarz TL, Varelas X, Wagner FF, Kafri R, Eisinger-Mathason TSK, Carpenter AE. Rohban MH, et al. Cell Syst. 2022 Sep 21;13(9):724-736.e9. doi: 10.1016/j.cels.2022.08.003. Epub 2022 Sep 2. Cell Syst. 2022. PMID: 36057257 Free PMC article.
Morphology and gene expression profiling provide complementary information for mapping cell state.
Way GP, Natoli T, Adeboye A, Litichevskiy L, Yang A, Lu X, Caicedo JC, Cimini BA, Karhohs K, Logan DJ, Rohban MH, Kost-Alimova M, Hartland K, Bornholdt M, Chandrasekaran SN, Haghighi M, Weisbart E, Singh S, Subramanian A, Carpenter AE. Way GP, et al. Among authors: rohban mh. Cell Syst. 2022 Nov 16;13(11):911-923.e9. doi: 10.1016/j.cels.2022.10.001. Epub 2022 Oct 28. Cell Syst. 2022. PMID: 36395727 Free PMC article.
23 results