Peter M. Full
- Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
2018/05/17 by Olivier Bernard, Alain Lalande, Clément Zotti +43 · 147 citations
Medicine · #Cardiac Imaging and Diagnostics #Cardiac Structural Anomalies and Repair #Cardiac Valve Diseases and Treatments
- Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor\n Operating Room
2020/05/07 by Martin Wagner, Maier-Hein, Lena, Tobias L. Roß +62 · 5 citations
Medicine · #Colorectal Cancer Screening and Detection #Surgical Simulation and Training #Colorectal Cancer Surgical Treatments
- Robust Medical Instrument Segmentation Challenge 2019
2020/03/23 by Tobias L. Roß, Annika Reinke, Ross, Tobias +97 · 4 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Robotics and Sensor-Based Localization
- Studying Robustness of Semantic Segmentation under Domain Shift in\n cardiac MRI
2020/11/15 by Peter M. Full, Fabian Isensee, Full, Peter M. +5 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering