Parameters from site classification to harmonize MRI clinical studies: Application to a multi‐site Parkinson's disease dataset

Multi‐site MRI datasets are crucial for big data research. However, neuroimaging studies must face the batch effect. Here, we propose an approach that uses the predictive probabilities provided by Gaussian processes (GPs) to harmonize clinical‐based studies. A multi‐site dataset of 216 Parkinson...

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Detalles Bibliográficos
Autores principales: C. Monte‐Rubio, Gemma, Segura, Barbara, P. Strafella, Antonio, van Eimeren, Thilo, Ibarretxe‐Bilbao, Naroa, Diez‐Cirarda, Maria, Eggers, Carsten, Lucas‐Jiménez, Olaia, Ojeda, Natalia, Peña, Javier, Ruppert, Marina C., Sala‐Llonch, Roser, Theis, Hendrik, Uribe, Carme, Junque, Carme
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9188966/
https://www.ncbi.nlm.nih.gov/pubmed/35305545
http://dx.doi.org/10.1002/hbm.25838

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