Seg-CapNet: A Capsule-Based Neural Network for the Segmentation of Left Ventricle from Cardiac Magnetic Resonance Imaging

Deep neural networks (DNNs) have been extensively studied in medical image segmentation. However, existing DNNs often need to train shape models for each object to be segmented, which may yield results that violate cardiac anatomical structure when segmenting cardiac magnetic resonance imaging (MRI)...

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Detalles Bibliográficos
Autores principales: Cao, Yang-Jie, Wu, Shuang, Liu, Chang, Lin, Nan, Wang, Yuan, Yang, Cong, Li, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Singapore 2021
Materias:
Regular Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8044657/
https://www.ncbi.nlm.nih.gov/pubmed/33867774
http://dx.doi.org/10.1007/s11390-021-0782-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8044657/
https://www.ncbi.nlm.nih.gov/pubmed/33867774
http://dx.doi.org/10.1007/s11390-021-0782-5

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