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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. Among authors: doan m. 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.
Diagnostic Potential of Imaging Flow Cytometry.
Doan M, Vorobjev I, Rees P, Filby A, Wolkenhauer O, Goldfeld AE, Lieberman J, Barteneva N, Carpenter AE, Hennig H. Doan M, et al. Trends Biotechnol. 2018 Jul;36(7):649-652. doi: 10.1016/j.tibtech.2017.12.008. Epub 2018 Jan 31. Trends Biotechnol. 2018. PMID: 29395345 Free article.
CellProfiler 3.0: Next-generation image processing for biology.
McQuin C, Goodman A, Chernyshev V, Kamentsky L, Cimini BA, Karhohs KW, Doan M, Ding L, Rafelski SM, Thirstrup D, Wiegraebe W, Singh S, Becker T, Caicedo JC, Carpenter AE. McQuin C, et al. Among authors: doan m. PLoS Biol. 2018 Jul 3;16(7):e2005970. doi: 10.1371/journal.pbio.2005970. eCollection 2018 Jul. PLoS Biol. 2018. PMID: 29969450 Free PMC article.
Label-Free Identification of White Blood Cells Using Machine Learning.
Nassar M, Doan M, Filby A, Wolkenhauer O, Fogg DK, Piasecka J, Thornton CA, Carpenter AE, Summers HD, Rees P, Hennig H. Nassar M, et al. Among authors: doan m. Cytometry A. 2019 Aug;95(8):836-842. doi: 10.1002/cyto.a.23794. Epub 2019 May 13. Cytometry A. 2019. PMID: 31081599 Free PMC article.
Label-Free Leukemia Monitoring by Computer Vision.
Doan M, Case M, Masic D, Hennig H, McQuin C, Caicedo J, Singh S, Goodman A, Wolkenhauer O, Summers HD, Jamieson D, Delft FV, Filby A, Carpenter AE, Rees P, Irving J. Doan M, et al. Cytometry A. 2020 Apr;97(4):407-414. doi: 10.1002/cyto.a.23987. Epub 2020 Feb 24. Cytometry A. 2020. PMID: 32091180 Free PMC article.
Objective assessment of stored blood quality by deep learning.
Doan M, Sebastian JA, Caicedo JC, Siegert S, Roch A, Turner TR, Mykhailova O, Pinto RN, McQuin C, Goodman A, Parsons MJ, Wolkenhauer O, Hennig H, Singh S, Wilson A, Acker JP, Rees P, Kolios MC, Carpenter AE. Doan M, et al. Proc Natl Acad Sci U S A. 2020 Sep 1;117(35):21381-21390. doi: 10.1073/pnas.2001227117. Epub 2020 Aug 24. Proc Natl Acad Sci U S A. 2020. PMID: 32839303 Free PMC article.
Inter-laboratory automation of the in vitro micronucleus assay using imaging flow cytometry and deep learning.
Wills JW, Verma JR, Rees BJ, Harte DSG, Haxhiraj Q, Barnes CM, Barnes R, Rodrigues MA, Doan M, Filby A, Hewitt RE, Thornton CA, Cronin JG, Kenny JD, Buckley R, Lynch AM, Carpenter AE, Summers HD, Johnson GE, Rees P. Wills JW, et al. Among authors: doan m. Arch Toxicol. 2021 Sep;95(9):3101-3115. doi: 10.1007/s00204-021-03113-0. Epub 2021 Jul 10. Arch Toxicol. 2021. PMID: 34245348 Free PMC article.
146 results