Patrick Köhler

Patrick is s PhD student in the Department of Data Science at the Hertie Institute for AI in Brain Health at the University of Tübingen and works with medical images. He develops validation mechanisms for diagnostic AI tools to ensure that they are only employed in safe environments. To this end, he studies the progress in various branches of Machine Learning and reflects on its potential and relevance in clinical contexts. His major fields of interest include Distribution Shifts, Disentangled Representations, Confounded Predictors and Performance Estimators.