1.
Ding J, Condon A, Shah SP. Interpretable dimensionality reduction of single cell transcriptome data with deep generative models. Nat Commun. 2018;9(1):2002. doi:10.1038/s41467-018-04368-5.
1.
Way GP, Kost-Alimova M, Shibue T, et al. Predicting cell health phenotypes using image-based morphology profiling. Mol Biol Cell. 2021;32(9):995-1005. doi:10.1091/mbc.E20-12-0784.
1.
Ong S-E, Li X, Schenone M, Schreiber SL, Carr SA. Identifying cellular targets of small-molecule probes and drugs with biochemical enrichment and SILAC. Methods Mol Biol. 2012;803:129-40. doi:10.1007/978-1-61779-364-6_9.
1.
Bray M-A, Gustafsdottir SM, Rohban MH, et al. A dataset of images and morphological profiles of 30 000 small-molecule treatments using the Cell Painting assay. Gigascience. 2017;6(12):1-5. doi:10.1093/gigascience/giw014.
1.
Asano SM, Gao R, Wassie AT, Tillberg PW, Chen F, Boyden ES. Expansion Microscopy: Protocols for Imaging Proteins and RNA in Cells and Tissues. Curr Protoc Cell Biol. 2018;80(1):e56. doi:10.1002/cpcb.56.
1.
An F, Tolliday N. Cell-based assays for high-throughput screening. Mol Biotechnol. 2010;45(2):180-6. doi:10.1007/s12033-010-9251-z.
1.
Carpenter AE. Extracting rich information from images. Methods Mol Biol. 2009;486:193-211. doi:10.1007/978-1-60327-545-3_14.
1.
An F, Tolliday NJ. Introduction: cell-based assays for high-throughput screening. Methods Mol Biol. 2009;486:1-12. doi:10.1007/978-1-60327-545-3_1.
1.
Jones TR, Carpenter AE, Lamprecht MR, et al. Scoring diverse cellular morphologies in image-based screens with iterative feedback and machine learning. Proc Natl Acad Sci U S A. 2009;106(6):1826-31. doi:10.1073/pnas.0808843106.
1.
Jones TR, Kang IH, Wheeler DB, et al. CellProfiler Analyst: data exploration and analysis software for complex image-based screens. BMC Bioinformatics. 2008;9:482. doi:10.1186/1471-2105-9-482.