PD Dr. Florian Putz

Department of Radiation Oncology

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 Quality requirements for MRI simulation in cranial stereotactic radiotherapy: a guideline from the German Taskforce “Imaging in Stereotactic Radiotherapy” (2024) Putz F, Bock M, Schmitt D, Bert C, Blanck O, Ruge MI, Hattingen E, et al. Journal article, Review article Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding (2024) Hagag A, Gomaa A, Kornek D, Maier A, Fietkau R, Bert C, Huang Y, Putz F Conference contribution German radiation oncology’s next generation: a web-based survey of young biologists, medical physicists, and physicians—from problems to solutions (2024) Weissmann T, Deloch L, Grohmann M, Trommer M, Fabian A, Ehret F, Stefanowicz S, et al. Journal article Status epilepticus in patients with glioblastoma: Clinical characteristics, risk factors, and epileptological outcome (2023) Stritzelberger J, Gesmann A, Fuhrmann I, Balk S, Reindl C, Madzar D, Uhl M, et al. Journal article