Putz, Florian

1. Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma
   2024/05/21 by Ahmed M. Gomaa, Yixing Huang, Gomaa, Ahmed +35 · 6 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Materials Science #electronic engineering #information engineering
2. Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology
   2024/08/20 by Yihao Hou, Hou, Yihao, Christoph Bert +27 · 4 citations
   Computer Science · Decision Sciences · Health Professions · #Artificial Intelligence (cs.AI) #Data Quality and Management #Electronic Health Records Systems #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
3. Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification
   2022/04/26 by Yixing Huang, Christoph Bert, Huang, Yixing +13 · 1 citation
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Machine Learning (cs.LG)
4. A Self-supervised Multimodal Deep Learning Approach to Differentiate Post-radiotherapy Progression from Pseudoprogression in Glioblastoma
   2025/02/06 by Gomaa, Ahmed, Huang, Yixing, Stephan, Pluvio +19 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
5. A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration
   2023/09/29 by Yixing Huang, Huang, Yixing, Christoph Bert +9 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Deep Learning for Cancer Prognosis Prediction Using Portrait Photos by StyleGAN Embedding
   2023/06/26 by Amr Hagag, Ahmed M. Gomaa, Hagag, Amr +13 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering