Headache classification and automatic biomarker extraction from structural MRIs using deep learning

Data-driven machine-learning methods on neuroimaging (e.g. MRI) are of great interest for the investigation and classification of neurological diseases. However, traditional machine learning requires domain knowledge to delineate the brain regions first, followed by feature extraction from the regio...

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Detalles Bibliográficos
Autores principales: Rahman Siddiquee, Md Mahfuzur, Shah, Jay, Chong, Catherine, Nikolova, Simona, Dumkrieger, Gina, Li, Baoxin, Wu, Teresa, Schwedt, Todd J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9897182/
https://www.ncbi.nlm.nih.gov/pubmed/36751567
http://dx.doi.org/10.1093/braincomms/fcac311

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