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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. •...
| Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Academic Press
2020
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| Materias: | |
| 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 |
| _version_ | 1783597488818618368 |
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| author | 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 |
| author_facet | 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 |
| author_sort | Garcia-Dias, Rafael |
| collection | PubMed |
| description | • 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. |
| format | Online Article Text |
| id | pubmed-7573655 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2020 |
| publisher | Academic Press |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-75736552020-10-23 Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners 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 Neuroimage Article • 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. Academic Press 2020-10-15 /pmc/articles/PMC7573655/ /pubmed/32634595 http://dx.doi.org/10.1016/j.neuroimage.2020.117127 Text en © 2020 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
| spellingShingle | Article 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 Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners |
| title | Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners |
| title_full | Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners |
| title_fullStr | Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners |
| title_full_unstemmed | Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners |
| title_short | Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners |
| title_sort | neuroharmony: a new tool for harmonizing volumetric mri data from unseen scanners |
| topic | Article |
| url | 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 |
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