IRMA: Machine learning-based harmonization of $$^{18}$$F-FDG PET brain scans in multi-center studies
IRMA can be used to learn and disregard center-specific information in features extracted from brain <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mmultiscripts><mml:mrow></mml:mrow> <mml:mrow></mml:mrow> <mml:mn>18</mml:mn></mml:mmultiscripts> </mml:math> F-FDG PET scans, while retaining disease-specific information.
Authors
- Remco J. Renken (ORCID: https://orcid.org/0000-0002-7777-9484)
- Rotem Iris Orad
- Tamara Shiner (ORCID: https://orcid.org/0000-0002-6368-9656)
- Rudi Dierckx
- Rick van Veen (ORCID: https://orcid.org/0000-0003-0704-210X)
- Sofie Lövdal (ORCID: https://orcid.org/0000-0002-8219-6590)
- Sanne K. Meles (ORCID: https://orcid.org/0000-0002-5505-3527)
- Giulia Carli (ORCID: https://orcid.org/0000-0001-7216-2031)
- Noa Bregman (ORCID: https://orcid.org/0000-0003-4856-086X)
- Pietro Mattioli (ORCID: https://orcid.org/0000-0003-2563-5830)
- Klaus L. Leenders (ORCID: https://orcid.org/0000-0002-9406-5512)
- Michael Biehl (ORCID: https://orcid.org/0000-0001-5148-4568)
- Dario Arnaldi (ORCID: https://orcid.org/0000-0001-6823-6069)
- Silvia Daniela Morbelli (ORCID: https://orcid.org/0000-0002-7833-6095)
- Beatrice Orso (ORCID: https://orcid.org/0000-0001-9983-7940)
Institutions
- University Medical Center Groningen (NL)
- Tel Aviv University (IL)
- University of Groningen (NL)
- University of Michigan (US)
- Tel Aviv Sourasky Medical Center (IL)
- Ospedale Policlinico San Martino (IT)
- University of Birmingham (GB)
- University of Genoa (IT)
Publication Details
- Journal
- European Journal of Nuclear Medicine and Molecular Imaging
- Published
- 2025-02-18
- DOI
- https://doi.org/10.1007/s00259-025-07114-4
- Citations
- 5
- Primary Topic
- Medical Imaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 6.80
Funders
- Stichting ParkinsonFonds