Kohl, Simon
- nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation
2018/09/27 by Fabian Isensee, Jens Petersen, Isensee, Fabian +19 · 44 citations
Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Brain Tumor Detection and Classification
- Contrastive Training for Improved Out-of-Distribution Detection
2020/07/10 by Jim Winkens, Rudy Bunel, Winkens, Jim +22 · 18 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Unsupervised Anomaly Localization using Variational Auto-Encoders
2019/07/04 by Zimmerer, David, Isensee, Fabian, Petersen, Jens +2 · 10 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- Adversarial Networks for the Detection of Aggressive Prostate Cancer
2017/02/26 by Simon Köhl, David Bonekamp, Kohl, Simon +13 · 1 citation
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Prostate Cancer Diagnosis and Treatment
- RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
2023/09/14 by Gregor Koehler, Tassilo Wald, Koehler, Gregor +15 · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging