78 citations · 80 across the 5 of their papers we have counts for
5 papers
Recommendations on test datasets for evaluating AI solutions in pathology
André Homeyer, Christian Geißler, Lars Ole Schwen +27
Artificial intelligence (AI) solutions that automatically extract information from digital histology images have shown great promise for improving pathological diagnosis. Prior to…
Statistical Inference for Diagnostic Test Accuracy Studies with Multiple Comparisons
Max Westphal, Antonia Zapf
Diagnostic accuracy studies assess sensitivity and specificity of a new index test in relation to an established comparator or the reference standard. The development and selection…
A statistical model to assess risk for supporting SARS-CoV-2 quarantine decisions
Sonja Jäckle, Elias Röger, Volker Dicken +3
In February 2020 the first human infection with SARS-CoV-2 was reported in Germany. Since then the local public health offices have been responsible to monitor and react to the dyn…
A multiple testing framework for diagnostic accuracy studies with co-primary endpoints
Max Westphal, Antonia Zapf, Werner Brannath
Major advances have been made regarding the utilization of artificial intelligence in health care. In particular, deep learning approaches have been successfully applied for automa…
Simultaneous Inference for Multiple Proportions: A Multivariate Beta-Binomial Model
Max Westphal
Statistical inference in high-dimensional settings is challenging when standard unregularized methods are employed. In this work, we focus on the case of multiple correlated propor…