Nicolaus Andratschke

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Outlier Detection

Quality Assurance

Top Venues

Publications

Yixing Huang, Zahra Khodabakhshi, Ahmed Gomaa, Manuel A. Schmidt, Rainer Fietkau, Matthias Guckenberger, Nicolaus Andratschke, Christoph Bert, Stephanie Tanadini-Lang, Florian Putz
Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation. CoRR (2024)
Vullnet Useini, Stephanie Tanadini-Lang, Quentin Lohmeyer, Mirko Meboldt, Nicolaus Andratschke, Ralph P. Braun, Javier Barranco Garcia
Automatized Self-Supervised Learning for Skin Lesion Screening. CoRR (2023)
Amith Kamath, Robert Poel, Jonas Willmann, Ekin Ermis, Nicolaus Andratschke, Mauricio Reyes
ASTRA: Atomic Surface Transformations for Radiotherapy Quality Assurance. EMBC (2023)
Amith Kamath, Robert Poel, Jonas Willmann, Nicolaus Andratschke, Mauricio Reyes
How Sensitive Are Deep Learning Based Radiotherapy Dose Prediction Models To Variability In Organs At Risk Segmentation? ISBI (2023)
Amith Kamath, Jonas Willmann, Nicolaus Andratschke, Mauricio Reyes
Do We Really Need that Skip-Connection? Understanding Its Interplay with Task Complexity. MICCAI (4) (2023)
Javier Barranco Garcia, Stephanie Tanadini-Lang, Nicolaus Andratschke, Mathias Gassner, Ralph Braun
Suspicious Skin Lesion Detection in Wide-Field Body Images using Deep Learning Outlier Detection. EMBC (2022)