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Imaging Platform
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Hung J, Lopes SCP, Nery OA, et al. Applying Faster R-CNN for Object Detection on Malaria Images. Conference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Workshops. 2017;2017:808-813. doi:10.1109/cvprw.2017.112
Goldsborough P, Pawlowski N, Caicedo J, Singh S, Carpenter A. Workshop on Machine Learning in Computational Biology, Neural Information Processing Systems. In: Workshop on Machine Learning in Computational Biology, Neural Information Processing Systems. doi:http://dx.doi.org/10.1101/227645
Goldsborough P, Pawlowski N, Caicedo J, Singh S, Carpenter A. CytoGAN: Generative Modeling of Cell Images. In: Workshop on Machine Learning in Computational Biology, Neural Information Processing Systems. . doi:https://doi.org/10.1101/227645
Meijering E, Carpenter AE, Peng H, Hamprecht FA, Olivo-Marin JC. Imagining the future of bioimage analysis. Nat Biotechnol. 2016;34(12):1250-1255. doi:10.1038/nbt.3722
Shan J, Logan DJ, Root DE, Carpenter AE, Bhatia SN. High-Throughput Platform for Identifying Molecular Factors Involved in Phenotypic Stabilization of Primary Human Hepatocytes In Vitro. J Biomol Screen. 2016;21(9):897-911. doi:10.1177/1087057116660277
Bray MA, Singh S, Han H, et al. Cell Painting, a high-content image-based assay for morphological profiling using multiplexed fluorescent dyes. Nat Protoc. 2016;11(9):1757-74. doi:10.1038/nprot.2016.105
Melo-Filho CC, Dantas RF, Braga RC, et al. QSAR-Driven Discovery of Novel Chemical Scaffolds Active against Schistosoma mansoni. J Chem Inf Model. 2016;56(7):1357-72. doi:10.1021/acs.jcim.6b00055
Dao D, Fraser AN, Hung J, Ljosa V, Singh S, Carpenter AE. CellProfiler Analyst: interactive data exploration, analysis and classification of large biological image sets. Bioinformatics. 2016. doi:10.1093/bioinformatics/btw390