2 papers
cs.LG2021
DEBOSH: Deep Bayesian Shape Optimization
Nikita Durasov, Artem Lukoyanov, Jonathan Donier +1
Graph Neural Networks (GNNs) can predict the performance of an industrial design quickly and accurately and be used to optimize its shape effectively. However, to fully explore the…
cs.CV2019
Synthetic patches, real images: screening for centrosome aberrations in EM images of human cancer cells
Artem Lukoyanov, Isabella Haberbosch, Constantin Pape +3
Recent advances in high-throughput electron microscopy imaging enable detailed study of centrosome aberrations in cancer cells. While the image acquisition in such pipelines is aut…