Title
Benchmarking GPT-5 in Radiation Oncology: Measurable Gains, but Persistent Need for Expert Oversight Ugur Dinc Jibak Sarkar P. Schubert S. Semrau T. Weissmann ... Benjamin Frey Christoph Bert Stefanie Corradini R. Fietkau F. Putz LM&MA ELM 75 1 0 29 Aug 2025
Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology Yihao Hou Christoph Bert A. Gomaa G. Lahmer D. Hoefler ... S. Semrau Andreas Maier R. Fietkau Yixing Huang F. Putz LM&MA 111 14 0 20 Aug 2024
Deep Learning-Based Auto-Segmentation of Planning Target Volume for Total Marrow and Lymph Node Irradiation R. C. Brioso D. Dei N. Lambri Daniele Loiacono P. Mancosu M. Scorsetti 55 0 0 09 Feb 2024
A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Yixing Huang Christoph Bert Rostislav Makarov Alexander Alenin Andreas Maier F. Putz FedML CLL 105 3 0 29 Sep 2023
Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN EmbeddingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Amr Hagag A. Gomaa Dominik Kornek Andreas Maier R. Fietkau Christoph Bert F. Putz Yixing Huang 3DH MedIm 111 4 0 26 Jun 2023
Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology Yixing Huang A. Gomaa S. Semrau M. Haderlein S. Lettmaier ... L. Distel Andreas Maier R. Fietkau Christoph Bert F. Putz ELM LM&MA AI4MH 173 12 0 24 Apr 2023
Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning P. Sommer Yixing Huang Christoph Bert Andreas Maier Manuel Schmidt Arnd Dörfler R. Fietkau F. Putz AI4CE 50 1 0 17 Feb 2023