Evaluation of Enhanced Learning Techniques for Segmenting Ischaemic Stroke Lesions in Brain Magnetic Resonance Perfusion Images Using a Convolutional Neural Network Scheme

Magnetic resonance (MR) perfusion imaging non-invasively measures cerebral perfusion, which describes the blood's passage through the brain's vascular network. Therefore, it is widely used to assess cerebral ischaemia. Convolutional Neural Networks (CNN) constitute the state-of-the-art met...

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Detalles Bibliográficos
Autores principales: Pérez Malla, Carlos Uziel, Valdés Hernández, Maria del C., Rachmadi, Muhammad Febrian, Komura, Taku
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6548861/
https://www.ncbi.nlm.nih.gov/pubmed/31191282
http://dx.doi.org/10.3389/fninf.2019.00033

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6548861/
https://www.ncbi.nlm.nih.gov/pubmed/31191282
http://dx.doi.org/10.3389/fninf.2019.00033

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