Bodenstedt, Sebastian
- 2017 Robotic Instrument Segmentation Challenge
2019/02/18 by Max Allan, Alexey A. Shvets, Allan, Max +34 · 19 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 · 13 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, Beat P. Müller‐Stich, Wagner, Martin +78 · 6 citations
Medicine · #Surgical Simulation and Training #Cardiac, Anesthesia and Surgical Outcomes
- Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor\n Operating Room
2020/05/07 by Martin Wagner, Maier-Hein, Lena, Wagner, Martin +62 · 4 citations
Medicine · #Colorectal Cancer Screening and Detection #Surgical Simulation and Training #Colorectal Cancer Surgical Treatments
- 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 · 8 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
- 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
- Why is the winner the best?
2023/03/30 by Eisenmann, Matthias, Reinke, Annika, Weru, Vivienn +122 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video
2019/07/26 by Funke, Isabel, Bodenstedt, Sebastian, Oehme, Florian +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Robust Medical Instrument Segmentation Challenge 2019
2020/03/23 by Ross, Tobias, Reinke, Annika, Full, Peter M. +47 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance
2020/07/01 by Rivoir, Dominik, Bodenstedt, Sebastian, Funke, Isabel +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Exploiting the potential of unlabeled endoscopic video data with\n self-supervised learning
2017/11/27 by Tobias L. Roß, David Zimmerer, Ross, Tobias +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
- Non-rigid Point Cloud Registration for Middle Ear Diagnostics with Endoscopic Optical Coherence Tomography
2023/04/26 by Liu, Peng, Golde, Jonas, Morgenstern, Joseph +7 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery
2018/05/07 by Bodenstedt, Sebastian, Allan, Max, Agustinos, Anthony +17 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences