Dominik Müller

1. Towards a Guideline for Evaluation Metrics in Medical Image Segmentation
   2022/02/10 by Dominik Müller, Müller, Dominik, Iñaki Soto‐Rey +3 · 21 citations
   Medicine · #Artificial Intelligence in Healthcare and Education #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
2. Selection of Sparse Vine Copulas in High Dimensions with the Lasso
   2017/05/16 by Dominik Müller, Müller, Dominik, Claudia Czado +1 · 3 citations
   Computer Science · Economics, Econometrics and Finance · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Financial Risk and Volatility Modeling #Methodology (stat.ME) #Statistical Methods and Inference
3. Disturbed function of the blood–cerebrospinal fluid barrier aggravates neuro-inflammation
   2013/12/19 by Gijs Kooij, Kathrin Kopplin, Rosel Blasig +17 · 26 citations
   Neuroscience · Medicine · #Barrier Structure and Function Studies #Neuroinflammation and Neurodegeneration Mechanisms #Advanced Neuroimaging Techniques and Applications
4. Dependence Modeling in Ultra High Dimensions with Vine Copulas and the Graphical Lasso
   2017/09/15 by Dominik Müller, Müller, Dominik, Claudia Czado +1 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
5. Biomedical image analysis competitions: The state of current participation practice
   2022/12/16 by Matthias Eisenmann, Eisenmann, Matthias, Annika Reinke +452 · 2 citations
   Engineering · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical and Engineering Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
6. Standardized Medical Image Classification across Medical Disciplines
   2022/10/20 by Simone Mayer, Dominik Müller, Mayer, Simone +3 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #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