Denner, Stefan

1. Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A\n Comparative Study
   2020/04/07 by Christoph Baur, Baur, Christoph, Stefan Denner +7 · 20 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
   2024/09/20 by Maximilian Rokuss, Yannick Kirchhoff, Rokuss, Maximilian +20 · 6 citations
   Computer Science · Medicine · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #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) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
3. Visual Prompt Engineering for Vision Language Models in Radiology
   2024/08/28 by Stefan Denner, Markus Bujotzek, Denner, Stefan +9 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Semantic Web and Ontologies
4. Leveraging Foundation Models for Content-Based Image Retrieval in Radiology
   2024/03/11 by Denner, Stefan, Zimmerer, David, Bounias, Dimitrios +8 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
5. Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain
   2024/05/15 by Markus Bujotzek, Bujotzek, Markus R., Ünal Akünal +37 · 2 citations
   Medicine · #Artificial Intelligence in Healthcare and Education #Radiomics and Machine Learning in Medical Imaging #Radiology practices and education
6. Efficient Large Scale Medical Image Dataset Preparation for Machine Learning Applications
   2023/09/29 by Denner, Stefan, Scherer, Jonas, Kades, Klaus +7 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences