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Mitigating site effects in covariance for machine learning in neuroimaging data

To acquire larger samples for answering complex questions in neuroscience, researchers have increasingly turned to multi‐site neuroimaging studies. However, these studies are hindered by differences in images acquired across multiple sites. These effects have been shown to bias comparison between si...

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Detalles Bibliográficos
Autores principales: Chen, Andrew A., Beer, Joanne C., Tustison, Nicholas J., Cook, Philip A., Shinohara, Russell T., Shou, Haochang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837590/
https://www.ncbi.nlm.nih.gov/pubmed/34904312
http://dx.doi.org/10.1002/hbm.25688