Differential diagnosis of neurodegenerative dementias with the explainable MRI based machine learning algorithm MUQUBIA

Biomarker-based differential diagnosis of the most common forms of dementia is becoming increasingly important. Machine learning (ML) may be able to address this challenge. The aim of this study was to develop and interpret a ML algorithm capable of differentiating Alzheimer’s dementia, frontotempor...

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Detalles Bibliográficos
Autores principales: De Francesco, Silvia, Crema, Claudio, Archetti, Damiano, Muscio, Cristina, Reid, Robert I., Nigri, Anna, Bruzzone, Maria Grazia, Tagliavini, Fabrizio, Lodi, Raffaele, D’Angelo, Egidio, Boeve, Brad, Kantarci, Kejal, Firbank, Michael, Taylor, John-Paul, Tiraboschi, Pietro, Redolfi, Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10575864/
https://www.ncbi.nlm.nih.gov/pubmed/37833302
http://dx.doi.org/10.1038/s41598-023-43706-6

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