Decoding phenotypic screening: A comparative analysis of image representations

Decoding phenotypic screening: A comparative analysis of image representations

Biomedical imaging techniques such as high content screening (HCS) are valuable for drug discovery, but high costs limit their use to pharmaceutical companies. To address this issue, The JUMP-CP consortium released a massive open image dataset of chemical and genetic perturbations, providing a valua...

Ful tanımlama

Detaylı Bibliyografya
Asıl Yazarlar: Adriana Borowa, Dawid Rymarczyk, Marek Żyła, Maciej Kańdula, Ana Sánchez-Fernández, Krzysztof Rataj, Łukasz Struski, Jacek Tabor, Bartosz Zieliński
Materyal Türü: Makale
Dil:English
Baskı/Yayın Bilgisi: Elsevier 2024-12-01
Seri Bilgileri:Computational and Structural Biotechnology Journal
Konular:
High Content Screening
Self-supervised learning
Image representation
Deep Learning
Activity prediction
Online Erişim:http://www.sciencedirect.com/science/article/pii/S2001037024000461

Internet

http://www.sciencedirect.com/science/article/pii/S2001037024000461

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