Publications

(2020). Morphological landscape of endothelial cell networks reveals a functional role of glutamate receptors in angiogenesis.. Fingerprinting endothelial network architecture.

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(2020). DeepScratch: Single-cell based topological metrics of scratch wound assays. Single-cell based topological metrics of scratch wound assays.

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(2020). DeepSplit: Segmentation of Microscopy Images Using Multi-Task Convolutional Networks. In MIUA.

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(2017). Discovery of Rare Phenotypes in Cellular Images Using Weakly Supervised Deep Learning. In ICCV.

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(2017). Analysis of live cell images: Methods, tools and opportunities. Methods.

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(2017). Studying mechanotransduction by image-omics. Genome Research.

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(2016). Visualizing quantitative microscopy data: History and challenges. Critical reviews in biochemistry and molecular biology.

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(2016). Microenvironmental Heterogeneity Parallels Breast Cancer Progression: A Histology– Genomic Integration Analysis. PLOS Medicine.

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(2015). Proteomics profiling of interactome dynamics by colocalisation analysis (COLA). Molecular BioSystems.

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(2015). PhenoPlot. Nature Communication.

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(2015). Cell shape and the microenvironment regulate nuclear translocation of NF-kB in breast epithelial and tumor cells. Molecular Systems Biology.

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(2014). How cells explore shape space: A quantitative statistical perspective of cellular morphogenesis. Bioessays.

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(2013). Inferring signalling networks from images. Journal of Microscopy.

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(2013). A screen for morphological complexity identifies regulators of switch-like transitions between discrete cell shapes. Nature Cell Biology.

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(2012). Differential RNAi screening provides insights into the rewiring of signalling networks during oxidative stress. Molecular BioSystems.

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