Publication: Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners.
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Date
2020-07-04
Authors
Garcia-Dias, Rafael
Scarpazza, Cristina
Baecker, Lea
Vieira, Sandra
Pinaya, Walter H L
Corvin, Aiden
Redolfi, Alberto
Nelson, Barnaby
Crespo-Facorro, Benedicto
McDonald, Colm
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Abstract
• 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.
Description
MeSH Terms
Adolescent
Adult
Aged
Brain
Female
Humans
Image Processing, Computer-Assisted
Machine Learning
Magnetic Resonance Imaging
Male
Middle Aged
Neuroimaging
Software
Young Adult
Adult
Aged
Brain
Female
Humans
Image Processing, Computer-Assisted
Machine Learning
Magnetic Resonance Imaging
Male
Middle Aged
Neuroimaging
Software
Young Adult