Fiona R. Kolbinger
- Long-Term Temporally Consistent Unpaired Video Translation from\n Simulated Surgical 3D Data
2021/03/31 by Dominik Rivoir, Micha Pfeiffer, Rivoir, Dominik +11 · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging #Multimodal Machine Learning Applications
- Regression-based Deep-Learning predicts molecular biomarkers from pathology slides
2023/04/11 by Omar S. M. El Nahhas, Nahhas, Omar S. M. El, Chiara Maria Lavinia Loeffler +31 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Colorectal Cancer Screening and Detection
- Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models
2024/10/10 by Danush Kumar Venkatesh, Venkatesh, Danush Kumar, Dominik Rivoir +7 · 6 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models
2024/03/25 by Fiona R. Kolbinger, Jiangpeng He, Kolbinger, Fiona R. +5 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #Surgical Simulation and Training
- Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical Applications
2023/09/06 by Danush Kumar Venkatesh, Venkatesh, Danush Kumar, Rivoir, Dominik +10 · 2 citations
Computer Science · Medicine · #Multimodal Machine Learning Applications #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging