The rapid advancement of high-content, single-cell technologies like robotic confocal
microscopy with multiplexed dyes (morphological profiling) can be leveraged to reveal …

In this thesis we investigate the use of deep learning for cross-modality and multi-modal
image-based profiling applications. In particular, we explore the utility of the brightfield …