Graham, Mark S.
- Denoising diffusion models for out-of-distribution detection
2022/11/14 by Mark S. Graham, Graham, Mark S., Walter Hugo Lopez Pinaya +9 · 19 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Generative AI for Medical Imaging: extending the MONAI Framework
2023/07/27 by Walter Hugo Lopez Pinaya, Walter H. L. Pinaya, Mark S. Graham +49 · 1 voice · 14 citations
Computer Science · Engineering · #AI in cancer detection #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #cs.CV #eess.IV
- Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models
2022/06/07 by Pinaya, Walter H. L., Graham, Mark S., Gray, Robert +12 · 13 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
- Unsupervised 3D out-of-distribution detection with latent diffusion models
2023/07/07 by Graham, Mark S., Pinaya, Walter Hugo Lopez, Wright, Paul +8 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Morphology-preserving Autoregressive 3D Generative Modelling of the Brain
2022/09/07 by Petru-Daniel Tudosiu, Walter Hugo Lopez Pinaya, Tudosiu, Petru-Daniel +23 · 4 citations
Computer Science · #68T99 (Primary) 92C55 (Secondary) #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #I.2.1 #Image and Video Processing (eess.IV) #J.3 #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Test-time Unsupervised Domain Adaptation
2020/10/05 by Varsavsky, Thomas, Orbes-Arteaga, Mauricio, Sudre, Carole H. +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Hierarchical brain parcellation with uncertainty
2020/09/16 by Graham, Mark S., Sudre, Carole H., Varsavsky, Thomas +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences