Personalized MRI-based characterization of subcortical anomalies in Ataxia-Telangiectasia using deep-learning

• Catalina Saini ,

  Roles Formal analysis, Software, Validation, Writing – original draft, Writing – review & editing

  ¶☯ CS and CSV contributed equally to this work.

  Affiliation College, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna, Macul, Santiago, Chile

  ⨯
• Cristian Salazar-Vilches ,

  Roles Formal analysis, Software, Validation, Writing – original draft, Writing – review & editing

  ¶☯ CS and CSV contributed equally to this work.

  Affiliations Instituto Milenio iHealth, Av. Vicuña Mackenna, Macul, Santiago, Chile, Faculty of Medicine, Pontificia Universidad Católica de Chile, Av. Libertador Bernardo O’Higgins, Santiago, Santiago, Chile

  https://orcid.org/0009-0007-3575-2113

  ⨯
• Caroline C.V. Blanchard,

  Roles Data curation, Writing – review & editing

  Affiliation Radiological Sciences, School of Medicine, University of Nottingham, Queen’s Medical Centre, Nottingham, United Kingdom

  ⨯
• William P. Whitehouse,

  Roles Data curation, Funding acquisition, Resources, Writing – review & editing

  Affiliations Paediatric Neurology, Nottingham Children’s Hospital, Nottingham University Hospitals NHS Trust, Queen’s Medical Centre, Nottingham, United Kingdom, School of Medicine, University of Nottingham, Queen’s Medical Centre, Nottingham, United Kingdom

  https://orcid.org/0000-0001-5207-5731

  ⨯
• Denis Parra,

  Roles Methodology, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Instituto Milenio iHealth, Av. Vicuña Mackenna, Macul, Santiago, Chile, Department of Computer Science, Pontificia Universidad Católica de Chile, Av. Vicuña Mackenna, Macul, Santiago, Chile

  ⨯
• Rob A. Dineen,

  Roles Data curation, Funding acquisition, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Radiological Sciences, School of Medicine, University of Nottingham, Queen’s Medical Centre, Nottingham, United Kingdom, NIHR Nottingham Biomedical Research Centre, Queen’s Medical Centre, Nottingham, United Kingdom, Sir Peter Mansfield Imaging Centre, University of Nottingham, University Park, Nottingham, United Kingdom

  ⨯
• Stefan Pszczolkowski

  Roles Conceptualization, Investigation, Methodology, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: stefan.pszczolkowskiparraguez@nottingham.ac.uk

  Affiliations Radiological Sciences, School of Medicine, University of Nottingham, Queen’s Medical Centre, Nottingham, United Kingdom, NIHR Nottingham Biomedical Research Centre, Queen’s Medical Centre, Nottingham, United Kingdom, Sir Peter Mansfield Imaging Centre, University of Nottingham, University Park, Nottingham, United Kingdom

  https://orcid.org/0000-0002-5859-3190

  ⨯