Professur für Med. Strahlenphysik

The Segment Anything foundation model achieves favorable brain tumor auto-segmentation accuracy in MRI to support radiotherapy treatment planning (2024) Putz F, Beirami S, Schmidt M, May M, Grigo J, Weissmann T, Schubert P, et al. Journal article, Original article Principles of artificial intelligence in radiooncology (2024) Huang Y, Gomaa A, Höfler D, Schubert P, Gaipl U, Frey B, Fietkau R, et al. Journal article, Original article Task-Specific Data Preparation for Deep Learning to Reconstruct Structures of Interest from Severely Truncated CBCT Data (2024) Huang Y, Fan F, Gomaa A, Maier A, Fietkau R, Bert C, Putz F Conference contribution Improving the safety of radiotherapy treatment processes via incident-driven FMEA feedback loops (2024) Kornek D, Lotter M, Szkitsak J, Dürrbeck C, Karius A, Ott O, Brandl C, Bert C Journal article, Original article End-to-end testing for stereotactic radiotherapy including the development of a MULTI-MODALITY phantom (2024) Shariff M, Grigo J, Masitho S, Brandt T, Weiß A, Lambrecht U, Stillkrieg W, et al. Journal article, Original article An Experimental Survey of Incremental Transfer Learning for Multicenter Collaboration (2024) Huang Y, Bert C, Gomaa A, Fietkau R, Maier A, Putz F Journal article, Original article Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma (2024) Gomaa A, Huang Y, Hagag A, Schmitter C, Höfler D, Weissmann T, Breininger K, et al. Journal article, Original article Multicenter privacy-preserving model training for deep learning brain metastases autosegmentation (2024) Huang Y, Khodabakhshi Z, Gomaa A, Schmidt M, Fietkau R, Guckenberger M, Andratschke N, et al. Journal article, Original article A comprehensive quality assurance protocol for electromagnetic tracking in brachytherapy (2024) Dürrbeck C, Gomez-Sarmiento IN, Androulakis I, Sauer B, Kolkman-Deurloo IK, Bert C, Beaulieu L Journal article Optimized raw data selection for artifact reduction of breathing controlled four-dimensional sequence scanning (2024) Szkitsak J, Karius A, Fernolendt S, Schubert P, Speer S, Fietkau R, Bert C, Hofmann C Journal article