publications

Selected publications and preprints.

2026

  1. GenTract: Generative Global Tractography
    A. Sargood, L. Puglisi, E. Thompson, M. Musolesi, and D. C. Alexander
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
    Highlight Award
  2. CoCoLIT: ControlNet-Conditioned Latent Image Translation for MRI to Amyloid PET Synthesis
    A. Sargood*, L. Puglisi*, J. H. Cole, N. P. Oxtoby, D. Ravi, and D. C. Alexander
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2026
    * denotes joint first authorship (equal contribution).

2025

  1. Connectomics Informed by Large Language Models
    E. Thompson, T. He, A. Schroder, A. Abdulaal, A. Sargood, S. Soskic, H. F. J. Tregidgo, and D. C. Alexander
    arXiv preprint, 2025
  2. Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation
    A. Moschetto, L. Puglisi, A. Sargood, P. Dell’Acqua, F. Guarnera, S. Battiato, and D. Ravi
    In International Conference on Image Analysis and Processing (ICIAP), CGMMI Workshop, 2025

2022

  1. Fixed and Distributed Gene Expression Time Delays in Reaction-Diffusion Systems
    A. Sargood, E. A. Gaffney, and A. L. Krause
    Bulletin of Mathematical Biology, 2022