Cell Painting: a decade of discovery and innovation in cellular imaging

Modern quantitative image analysis techniques have enabled high-throughput, high-content imaging experiments. Image-based profiling leverages the rich information in images to identify similarities or differences among biological samples, rather than measuring a few features, as in high-content scre...

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Bibliographic Details
Published in:Nature methods 2025-02, Vol.22 (2), p.254-268
Main Authors: Seal, Srijit, Trapotsi, Maria-Anna, Spjuth, Ola, Singh, Shantanu, Carreras-Puigvert, Jordi, Greene, Nigel, Bender, Andreas, Carpenter, Anne E.
Format: Article
Language:English
Subjects:
631/1647/2163
631/1647/245
631/80/2373
Animals
Automation
Bioinformatics
Biological effects
Biological Microscopy
Biological properties
Biological samples
Biological Techniques
Biomedical and Life Sciences
Biomedical Engineering/Biotechnology
Coronaviruses
Cytoskeleton
Data analysis
Deep learning
Disease
Drug development
Endoplasmic reticulum
Farmaceutisk vetenskap
High-Throughput Screening Assays - methods
Humans
Image analysis
Image processing
Image Processing, Computer-Assisted - methods
Life Sciences
Lipids
Machine learning
Microscopy
Mitochondria
Morphology
Paints
Perturbation
Pharmaceutical Science
Phenotypes
Proteomics
Quality control
R&D
Research & development
Review Article
Systematic review
Toxicity
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