Stephan Antholzer

1. NETT: solving inverse problems with deep neural networks
   2020/01/20 by Housen Li, Johannes Schwab, Stephan Antholzer +1 · 6 citations
   Engineering · Mathematics · #Numerical methods in inverse problems #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
2. Deep null space learning for inverse problems: convergence analysis and rates
   2018/11/15 by Johannes Schwab, Stephan Antholzer, Markus Haltmeier · 3 citations
   Computer Science · Mathematics · Physics and Astronomy · #Model Reduction and Neural Networks #Numerical methods in inverse problems #Stochastic Gradient Optimization Techniques
3. A Joint Deep Learning Approach for Automated Liver and Tumor\n Segmentation
   2019/02/21 by Nadja Gruber, Gruber, Nadja, Stephan Antholzer +7 · 1 citation
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Hepatocellular Carcinoma Treatment and Prognosis #Numerical Analysis (math.NA) #Radiomics and Machine Learning in Medical Imaging
4. NETT Regularization for Compressed Sensing Photoacoustic Tomography
   2019/01/31 by Stephan Antholzer, Antholzer, Stephan, Johannens Schwab +7 · 1 citation
   Engineering · #Photoacoustic and Ultrasonic Imaging #Advanced X-ray and CT Imaging #Thermography and Photoacoustic Techniques