Sebastian Bodenstedt
- 2017 Robotic Instrument Segmentation Challenge
2019/02/18 by Max Allan, Alexey A. Shvets, Allan, Max +34 · 30 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- 2018 Robotic Scene Segmentation Challenge
2020/01/30 by Max Allan, Allan, Max, Satoshi Kondo +67 · 23 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Surgical Simulation and Training
- Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
2021/09/30 by Martin Wagner, Wagner, Martin, Beat P. Müller‐Stich +78 · 13 citations
Medicine · #Surgical Simulation and Training #Cardiac, Anesthesia and Surgical Outcomes
- SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge
2023/12/31 by Dimitrios Psychogyios, Psychogyios, Dimitrios, Emanuele Colleoni +97 · 12 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis #Surgical Simulation and Training
- Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor\n Operating Room
2020/05/07 by Maier-Hein, Lena, Martin Wagner, Wagner, Martin +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
- Generating large labeled data sets for laparoscopic image processing\n tasks using unpaired image-to-image translation
2019/07/05 by Micha Pfeiffer, Isabel Funke, Pfeiffer, Micha +26 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Prediction of laparoscopic procedure duration using unlabeled,\n multimodal sensor data
2018/11/08 by Sebastian Bodenstedt, Bodenstedt, Sebastian, Martin Wagner +15 · 2 citations
Medicine · Health Professions · #Surgical Simulation and Training #Colorectal Cancer Screening and Detection #Healthcare Operations and Scheduling Optimization
- Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features\n for Automatic Surgical Gesture Recognition in Video
2019/07/26 by Isabel Funke, Funke, Isabel, Sebastian Bodenstedt +9 · 2 citations
Computer Science · Engineering · Medicine · #Anatomy and Medical Technology #Augmented Reality Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Surgical Simulation and Training
- Exploiting the potential of unlabeled endoscopic video data with\n self-supervised learning
2017/11/27 by Tobias L. Roß, Ross, Tobias, David Zimmerer +26 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Biomedical image analysis competitions: The state of current participation practice
2022/12/16 by Matthias Eisenmann, Annika Reinke, Eisenmann, Matthias +452 · 1 citation
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