Large-scale imaging approaches in biology and medicine are about to revolutionize basic life sciences and healthcare. Complementary to molecular approaches, they allow us to explore the spatial, morphological and multi-scale aspects of living systems. Artificial intelligence is the key technology today to transform this data deluge into knowledge. In this field, one of the major challenges for the next years is to overcome the need for massive annotation.


