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Minh Doan, Ph.D., M.D. - Publications

Affiliations: 
2016- Imaging Platform Broad Institute of MIT and Harvard, USA 
Area:
Leukemia, Imaging Flow Cytometry, Assay Development
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14 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Barnes CM, Power AL, Barber DG, Tennant RK, Jones RT, Lee GR, Hatton J, Elliott A, Zaragoza-Castells J, Haley SM, Summers HD, Doan M, Carpenter AE, Rees P, Love J. Deductive automated pollen classification in environmental samples via exploratory deep learning and imaging flow cytometry. The New Phytologist. PMID 37678361 DOI: 10.1111/nph.19186  0.588
2022 Rees P, Summers HD, Filby A, Carpenter AE, Doan M. Imaging flow cytometry: a primer. Nature Reviews. Methods Primers. 2. PMID 37655209 DOI: 10.1038/s43586-022-00167-x  0.693
2022 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, ... ... Doan M, et al. Virtual screening for small-molecule pathway regulators by image-profile matching. Cell Systems. PMID 36057257 DOI: 10.1016/j.cels.2022.08.003  0.675
2021 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, et al. Inter-laboratory automation of the in vitro micronucleus assay using imaging flow cytometry and deep learning. Archives of Toxicology. PMID 34245348 DOI: 10.1007/s00204-021-03113-0  0.69
2021 Doan M, Barnes C, McQuin C, Caicedo JC, Goodman A, Carpenter AE, Rees P. Deepometry, a framework for applying supervised and weakly supervised deep learning to imaging cytometry. Nature Protocols. PMID 34145434 DOI: 10.1038/s41596-021-00549-7  0.641
2020 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, et al. Objective assessment of stored blood quality by deep learning. Proceedings of the National Academy of Sciences of the United States of America. PMID 32839303 DOI: 10.1073/Pnas.2001227117  0.743
2020 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, et al. Label-Free Leukemia Monitoring by Computer Vision. Cytometry. Part a : the Journal of the International Society For Analytical Cytology. PMID 32091180 DOI: 10.1002/Cyto.A.23987  0.754
2020 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. Publisher Correction: Nucleus segmentation across imaging experiments: the 2018 Data Science Bowl. Nature Methods. PMID 31969730 DOI: 10.1038/S41592-020-0733-Z  0.684
2019 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. Nucleus segmentation across imaging experiments: the 2018 Data Science Bowl. Nature Methods. PMID 31636459 DOI: 10.1038/S41592-019-0612-7  0.713
2019 Nassar M, Doan M, Filby A, Wolkenhauer O, Fogg DK, Piasecka J, Thornton CA, Carpenter AE, Summers HD, Rees P, Hennig H. Label-Free Identification of White Blood Cells Using Machine Learning. Cytometry. Part a : the Journal of the International Society For Analytical Cytology. PMID 31081599 DOI: 10.1002/Cyto.A.23794  0.701
2019 Doan M, Carpenter AE. Leveraging machine vision in cell-based diagnostics to do more with less. Nature Materials. 18: 414-418. PMID 31000804 DOI: 10.1038/S41563-019-0339-Y  0.567
2018 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. CellProfiler 3.0: Next-generation image processing for biology. Plos Biology. 16: e2005970. PMID 29969450 DOI: 10.1371/Journal.Pbio.2005970  0.699
2018 Doan M, Vorobjev I, Rees P, Filby A, Wolkenhauer O, Goldfeld AE, Lieberman J, Barteneva N, Carpenter AE, Hennig H. Diagnostic Potential of Imaging Flow Cytometry. Trends in Biotechnology. PMID 29395345 DOI: 10.1016/J.Tibtech.2017.12.008  0.753
2017 Doan M, Case M, Mašić D, Hennig H, McQuin C, Goodman A, Caicedo J, Wolkenhauer O, Summers H, Carpenter AE, Filby A, Rees P, Irving J. Label-Free Analyses of Minimal Residual Disease in ALL Using Deep Learning and Imaging Flow Cytometry Blood. 130: 1437-1437. DOI: 10.1182/Blood.V130.Suppl_1.1437.1437  0.748
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