Classifying and segmenting microscopy images with deep multiple instance learning

Computer vision for high content screening

(2016) Oren Z. Kraus et al.   CRITICAL REVIEWS IN BIOCHEMISTRY AND MOLECULAR BIOLOGY

Yeast Proteome Dynamics from Single Cell Imaging and Automated Analysis

(2015) Yolanda T. Chong et al.   CELL

Single-cell and multivariate approaches in genetic perturbation screens

(2014) Prisca Liberali et al.   NATURE REVIEWS GENETICS

A novel single-cell screening platform reveals proteome plasticity during yeast stress responses

(2013) Michal Breker et al.   JOURNAL OF CELL BIOLOGY

Dissecting DNA damage response pathways by analysing protein localization and abundance changes during DNA replication stress

(2012) Johnny M. Tkach et al.   NATURE CELL BIOLOGY

Annotated high-throughput microscopy image sets for validation

(2012) Vebjorn Ljosa et al.   NATURE METHODS

An image analysis toolbox for high-throughput C. elegans assays

(2012) Carolina Wählby et al.   NATURE METHODS

Biological imaging software tools

(2012) Kevin W Eliceiri et al.   NATURE METHODS

Cellular Heterogeneity: Do Differences Make a Difference?

(2010) Steven J. Altschuler et al.   CELL

CellCognition: time-resolved phenotype annotation in high-throughput live cell imaging

(2010) Michael Held et al.   NATURE METHODS