Sam Cooper

Data-analysis strategies for image-based cell profiling

Juan Carlos Caicedo, Sam Cooper, Florian Heigwer et al. · Nature Methods · 2017 · 747 citations · Full text

Engineering, Microscopy, Biometrics +17

Learning unsupervised feature representations for single cell microscopy images with paired cell inpainting

Alex X. Lu, Oren Kraus, Sam Cooper et al. · PLoS Computational Biology · 2019 · 99 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

A comprehensive model for the proliferation–quiescence decision in response to endogenous DNA damage in human cells

Frank S. Heldt, Alexis R. Barr, Sam Cooper et al. · Proceedings of the National Academy of Sciences · 2018 · 88 citations · Full text

Cross-talk between Rho and Rac GTPases drives deterministic exploration of cellular shape space and morphological heterogeneity

Heba Sailem, Vicky Bousgouni, Sam Cooper et al. · Open Biology · 2014 · 60 citations · Full text

Biophysical Modeling, Engineering, Different Shapes +21

Apolar and polar transitions drive the conversion between amoeboid and mesenchymal shapes in melanoma cells

Sam Cooper, Amine Sadok, Vicky Bousgouni et al. · Molecular Biology of the Cell · 2015 · 30 citations · Full text

Cytoskeleton, Cellular Physiology, Melanoma Cells +19