Decoding phenotypic screening: A comparative analysis of image representations

Author:

Borowa AdrianaORCID,Rymarczyk DawidORCID,Żyła Marek,Kańduła Maciej,Sánchez-Fernández Ana,Rataj KrzysztofORCID,Struski Łukasz,Tabor Jacek,Zieliński Bartosz

Funder

Narodowe Centrum Nauki

Publisher

Elsevier BV

Reference47 articles.

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3. Deng J., Dong W., Socher R., Li L.J., Li K., Fei-Fei L. Imagenet: A large-scale hierarchical image database. In: 2009 IEEE conference on computer vision and pattern recognition. Ieee; 2009. p. 248–255.

4. Chandrasekaran S.N., et al. JUMP Cell Painting dataset: morphological impact of 136,000 chemical and genetic perturbations. bioRxiv; 2023. doi:10.1101/2023.03.23.534.

5. Cell Painting, a high-content image-based assay for morphological profiling using multiplexed fluorescent dyes;Bray;Nat Protoc,2016

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