Detecting schizophrenia with 3D structural brain MRI using deep learning

Schizophrenia is a chronic neuropsychiatric disorder that causes distinct structural alterations within the brain. We hypothesize that deep learning applied to a structural neuroimaging dataset could detect disease-related alteration and improve classification and diagnostic accuracy. We tested this...

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Detalles Bibliográficos
Autores principales: Zhang, Junhao, Rao, Vishwanatha M., Tian, Ye, Yang, Yanting, Acosta, Nicolas, Wan, Zihan, Lee, Pin-Yu, Zhang, Chloe, Kegeles, Lawrence S., Small, Scott A., Guo, Jia
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/PMC10475022/
https://www.ncbi.nlm.nih.gov/pubmed/37660217
http://dx.doi.org/10.1038/s41598-023-41359-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10475022/
https://www.ncbi.nlm.nih.gov/pubmed/37660217
http://dx.doi.org/10.1038/s41598-023-41359-z

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