Hendrik P. N. Scholl
- Metadata-enhanced contrastive learning from retinal optical coherence tomography images
2022/08/04 by Robbie Holland, Holland, Robbie, Oliver Leingang +21 · 3 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Diseases and Treatments #Retinal Imaging and Analysis
- Specialized curricula for training vision-language models in retinal image analysis
2024/07/11 by Robbie Holland, Holland, Robbie, Thomas R. Taylor +29 · 2 citations
Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Medical and Biological Sciences
- Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4)
2024/03/12 by Robbie Holland, Rebecca Kaye, Holland, Robbie +21 · 1 citation
Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #electronic engineering #information engineering
- Spatiotemporal Representation Learning for Short and Long Medical Image Time Series
2024/03/12 by Chengzhi Shen, Martin J. Menten, Shen, Chengzhi +17 · 1 citation
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning in Healthcare