Funke, Isabel
- Generating large labeled data sets for laparoscopic image processing\n tasks using unpaired image-to-image translation
2019/07/05 by Micha Pfeiffer, Pfeiffer, Micha, Isabel Funke +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
- Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features\n for Automatic Surgical Gesture Recognition in Video
2019/07/26 by Isabel Funke, Sebastian Bodenstedt, Funke, Isabel +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
- 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
- TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition
2023/07/19 by Isabel Funke, Funke, Isabel, Dominik Rivoir +5 · 2 citations
Medicine · #Cardiac, Anesthesia and Surgical Outcomes #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
- Metrics Matter in Surgical Phase Recognition
2023/05/23 by Isabel Funke, Funke, Isabel, Dominik Rivoir +3 · 2 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training