PD Dr. Florian Putz

Department of Radiation Oncology

“sCT-Feasibility” - a feasibility study for deep learning-based MRI-only brain radiotherapy (2024) Grigo J, Szkitsak J, Höfler D, Fietkau R, Putz F, Bert C Journal article The course of tumor-related epilepsy in glioblastoma patients: A retrospective analysis (2024) Stritzelberger J, Gesmann A, Fuhrmann I, Uhl M, Brandner S, Welte T, Schembs L, et al. Journal 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 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 Exploring the Capabilities and Limitations of Large Language Models for Radiation Oncology Decision Support (2024) Putz F, Haderlein M, Lettmaier S, Semrau S, Fietkau R, Huang Y Journal article, Editorial Treatment with (chemo)-radiation in old patients (≥76 years of age) with newly diagnosed non-metastatic squamous cell cancer of the head and neck region: real-world data from a tertiary referral center (2024) Winkler LS, Haderlein M, Semrau S, Putz F, Höfler D, Müller SK, Iro H, et al. Journal article Toward a deep learning-based magnetic resonance imaging only workflow for postimplant dosimetry in I-125 seed brachytherapy for prostate cancer (2024) Grigo J, Karius A, Hanspach J, Mücke L, Laun FB, Huang Y, Strnad V, et al. Journal article, Original article