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Fully Automated 3D Cardiac MRI Localisation and Segmentation Using Deep Neural Networks

Cardiac magnetic resonance (CMR) imaging is used widely for morphological assessment and diagnosis of various cardiovascular diseases. Deep learning approaches based on 3D fully convolutional networks (FCNs), have improved state-of-the-art segmentation performance in CMR images. However, previous me...

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Detalles Bibliográficos
Autores principales: Vesal, Sulaiman, Maier, Andreas, Ravikumar, Nishant
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8321054/
https://www.ncbi.nlm.nih.gov/pubmed/34460658
http://dx.doi.org/10.3390/jimaging6070065