Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners

• We present Neuroharmony, a harmonization tool for images from unseen scanners. • We developed Neuroharmony using a total of 15,026 sMRI images. • The tool was able to reduce scanner-related bias from unseen scans. • Neuroharmony represents a significant step towards imaging-based clinical tools. •...

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Detalles Bibliográficos
Autores principales: Garcia-Dias, Rafael, Scarpazza, Cristina, Baecker, Lea, Vieira, Sandra, Pinaya, Walter H.L., Corvin, Aiden, Redolfi, Alberto, Nelson, Barnaby, Crespo-Facorro, Benedicto, McDonald, Colm, Tordesillas-Gutiérrez, Diana, Cannon, Dara, Mothersill, David, Hernaus, Dennis, Morris, Derek, Setien-Suero, Esther, Donohoe, Gary, Frisoni, Giovanni, Tronchin, Giulia, Sato, João, Marcelis, Machteld, Kempton, Matthew, van Haren, Neeltje E.M., Gruber, Oliver, McGorry, Patrick, Amminger, Paul, McGuire, Philip, Gong, Qiyong, Kahn, René S., Ayesa-Arriola, Rosa, van Amelsvoort, Therese, Ortiz-García de la Foz, Victor, Calhoun, Vince, Cahn, Wiepke, Mechelli, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7573655/
https://www.ncbi.nlm.nih.gov/pubmed/32634595
http://dx.doi.org/10.1016/j.neuroimage.2020.117127
Descripción
Sumario:• We present Neuroharmony, a harmonization tool for images from unseen scanners. • We developed Neuroharmony using a total of 15,026 sMRI images. • The tool was able to reduce scanner-related bias from unseen scans. • Neuroharmony represents a significant step towards imaging-based clinical tools. • Neuroharmony is available at https://github.com/garciadias/Neuroharmony.

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