Ana Lawry Aguila

1. Multi-modal Variational Autoencoders for normative modelling across multiple imaging modalities
   2023/03/16 by Ana Lawry Aguila, James Chapman, Aguila, Ana Lawry +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
2. Unconstrained Stochastic CCA: Unifying Multiview and Self-Supervised Learning
   2023/10/02 by James Chapman, Chapman, James, Lennie Wells +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Face and Expression Recognition #Gene expression and cancer classification #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
3. Conditional diffusion models for guided anomaly detection in brain images using fluid-driven anomaly randomization
   2025/06/11 by Ana Lawry Aguila, Aguila, Ana Lawry, Peirong Liu +5 · 4 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering