2 papers
cs.LG2023
Deep Hypothesis Tests Detect Clinically Relevant Subgroup Shifts in Medical Images
Lisa M. Koch, Christian M. Schürch, Christian F. Baumgartner +2
Distribution shifts remain a fundamental problem for the safe application of machine learning systems. If undetected, they may impact the real-world performance of such systems or…
cs.CV2023
Studying Therapy Effects and Disease Outcomes in Silico using Artificial Counterfactual Tissue Samples
Martin Paulikat, Christian M. Schürch, Christian F. Baumgartner
Understanding the interactions of different cell types inside the immune tumor microenvironment (iTME) is crucial for the development of immunotherapy treatments as well as for pre…