2 papers
cs.CV2025
Hierarchical Generalized Category Discovery for Brain Tumor Classification in Digital Pathology
Matthias Perkonigg, Patrick Rockenschaub, Georg Göbel +1
Accurate brain tumor classification is critical for intra-operative decision making in neuro-oncological surgery. However, existing approaches are restricted to a fixed set of pred…
stat.ML2024
Robust prediction under missingness shifts
Patrick Rockenschaub, Zhicong Xian, Alireza Zamanian +4
Prediction becomes more challenging with missing covariates. What method is chosen to handle missingness can greatly affect how models perform. In many real-world problems, the bes…