Holland, Robbie

1. Metadata-enhanced contrastive learning from retinal optical coherence tomography images
   2022/08/04 by Holland, Robbie, Leingang, Oliver, Bogunović, Hrvoje +9 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. A skeletonization algorithm for gradient-based optimization
   2023/09/05 by Martin J. Menten, Johannes C. Paetzold, Menten, Martin J. +15 · 3 citations
   Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
3. QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
   2024/03/19 by Hongwei Bran, Fernando Navarro, Li, Hongwei Bran +154 · 3 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
4. 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
5. Deep-learning-based clustering of OCT images for biomarker discovery in age-related macular degeneration (Pinnacle study report 4)
   2024/03/12 by Holland, Robbie, Kaye, Rebecca, Hagag, Ahmed M. +9 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
6. Parametric shape models for vessels learned from segmentations via differentiable voxelization
   2025/07/03 by Alina F. Dima, Dima, Alina F., Suprosanna Shit +19 · 1 voice · 1 citation
   #cs.CV