Structural MRI-Based Schizophrenia Classification Using Autoencoders and 3D Convolutional Neural Networks in Combination with Various Pre-Processing Techniques

Schizophrenia is a severe neuropsychiatric disease whose diagnosis, unfortunately, lacks an objective diagnostic tool supporting a thorough psychiatric examination of the patient. We took advantage of today’s computational abilities, structural magnetic resonance imaging, and modern machine learning...

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Detalles Bibliográficos
Autores principales: Vyškovský, Roman, Schwarz, Daniel, Churová, Vendula, Kašpárek, Tomáš
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9139344/
https://www.ncbi.nlm.nih.gov/pubmed/35625002
http://dx.doi.org/10.3390/brainsci12050615

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9139344/
https://www.ncbi.nlm.nih.gov/pubmed/35625002
http://dx.doi.org/10.3390/brainsci12050615

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