Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images

Background: Convolutional neural network (CNN) based segmentation methods provide an efficient and automated way for clinicians to assess the structure and function of the heart in cardiac MR images. While CNNs can generally perform the segmentation tasks with high accuracy when training and test im...

Descripció completa

Guardat en:
Dades bibliogràfiques
Publicat a:Front Cardiovasc Med
Autors principals: Chen, Chen, Bai, Wenjia, Davies, Rhodri H., Bhuva, Anish N., Manisty, Charlotte H., Augusto, Joao B., Moon, James C, Aung, Nay, Lee, Aaron M., Sanghvi, Mihir M., Fung, Kenneth, Paiva, Jose Miguel, Petersen, Steffen E., Lukaschuk, Elena, Piechnik, Stefan K., Neubauer, Stefan, Rueckert, Daniel
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2020
Matèries:
Cardiovascular Medicine
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7344224/
https://ncbi.nlm.nih.gov/pubmed/32714943
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fcvm.2020.00105
Etiquetes: Afegir etiqueta
Sense etiquetes, Sigues el primer a etiquetar aquest registre!

Ítems similars