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Gregory R. Johnson
Gregory R. Johnson
NewLimit
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Title
Cited by
Cited by
Year
Label-free prediction of three-dimensional fluorescence images from transmitted-light microscopy
C Ounkomol, S Seshamani, MM Maleckar, F Collman, GR Johnson
Nature methods 15 (11), 917-920, 2018
4812018
Integrated intracellular organization and its variations in human iPS cells
MP Viana, J Chen, TA Knijnenburg, R Vasan, C Yan, JE Arakaki, M Bailey, ...
Nature 613 (7943), 345-354, 2023
612023
Building a 3d integrated cell
GR Johnson, RM Donovan-Maiye, MM Maleckar
BioRxiv, 238378, 2017
482017
Cell states beyond transcriptomics: Integrating structural organization and gene expression in hiPSC-derived cardiomyocytes
KA Gerbin, T Grancharova, RM Donovan-Maiye, MC Hendershott, ...
Cell Systems 12 (6), 670-687. e10, 2021
452021
Systems, devices, and methods for image processing to generate an image having predictive tagging
G Johnson, C Ounkomol, F Collman, S Seshamani
US Patent 10,935,773, 2021
392021
Degradation of protein translation machinery by amino acid starvation-induced macroautophagy
C Gretzmeier, S Eiselein, GR Johnson, R Engelke, H Nowag, M Zarei, ...
Autophagy 13 (6), 1064-1075, 2017
372017
Joint modeling of cell and nuclear shape variation
GR Johnson, TE Buck, DP Sullivan, GK Rohde, RF Murphy
Molecular Biology of the Cell 26 (22), 4046-4056, 2015
362015
Automated learning of subcellular variation among punctate protein patterns and a generative model of their relation to microtubules
GR Johnson, J Li, A Shariff, GK Rohde, RF Murphy
PLoS computational biology 11 (12), e1004614, 2015
282015
A deep generative model of 3D single-cell organization
RM Donovan-Maiye, JM Brown, CK Chan, L Ding, C Yan, N Gaudreault, ...
PLOS Computational Biology 18 (1), e1009155, 2022
222022
Processing of challenged fractions and cracked co-feeds
SH Brown, BA Cunningham, RJ Smiley, S Ilias, JR McMANUS, ...
US Patent App. 15/790,223, 2018
212018
Robust integrated intracellular organization of the human iPS cell: where, how much, and how variable
MP Viana, J Chen, TA Knijnenburg, R Vasan, C Yan, JE Arakaki, M Bailey, ...
BioRxiv, 2020.12. 08.415562, 2020
192020
Point process models for localization and interdependence of punctate cellular structures
Y Li, TD Majarian, AW Naik, GR Johnson, RF Murphy
Cytometry Part A 89 (7), 633-643, 2016
152016
Factors affecting the behaviour and efficiency of a targeted jet delivering oil to a bearing lubrication system
CW Lee, GR Johnson, PC Palma, K Simmons, SJ Pickering
Turbo Expo: Power for Land, Sea, and Air 41677, 191-199, 2004
152004
Three dimensional cross-modal image inference: label-free methods for subcellular structure prediction
C Ounkomol, DA Fernandes, S Seshamani, MM Maleckar, F Collman, ...
bioRxiv, 216606, 2017
72017
Applications and challenges of machine learning to enable realistic cellular simulations
R Vasan, MP Rowan, CT Lee, GR Johnson, P Rangamani, M Holst
Frontiers in physics 7, 247, 2020
62020
Image-derived models of cell organization changes during differentiation and drug treatments
X Ruan, GR Johnson, I Bierschenk, R Nitschke, M Boerries, H Busch, ...
Molecular biology of the cell 31 (7), 655-666, 2020
52020
Systems, devices, and methods for image processing to generate an image having predictive tagging
G Johnson, C Ounkomol, F Collman, S Seshamani
US Patent 11,614,610, 2023
42023
Studying stem cell organization using “label-free” methods and a novel generative adversarial model
G Johnson, R Donovan-Maiye, C Ounkomol, MM Maleckar
Biophysical Journal 114 (3), 43a, 2018
42018
A method for characterizing phenotypic changes in highly variable cell populations and its application to high content screening of Arabidopsis thaliana protoplasts
GR Johnson, JD Kangas, A Dovzhenko, R Trojok, K Voigt, TD Majarian, ...
Cytometry Part A 91 (4), 326-335, 2017
32017
Image-derived models of cell organization changes during differentiation of PC12 cells
X Ruan, GR Johnson, I Bierschenk, R Nitschke, M Boerries, H Busch, ...
BioRXiv, 522763, 2019
22019
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Articles 1–20