Rolf Krause

The paper introduces Immunemap, an open intravital microscopy atlas, and uses unsupervised learning to identify four immune cell motility patterns, including previously uncharacterized behaviors.

This paper introduces ADeS, a deep learning system for detecting apoptosis in live-cell imaging with high accuracy and robustness across diverse conditions.

This paper introduces a semi-supervised machine learning method to improve cell colocalization and tracking in 2P-IVM videos by incorporating user-drawn lines to guide the model.