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Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems

Automatic segmentation methods based on deep learning have recently demonstrated state-of-the-art performance, outperforming the ordinary methods. Nevertheless, these methods are inapplicable for small datasets, which are very common in medical problems. To this end, we propose a knowledge transfer...

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Detalles Bibliográficos
Autores principales: Kuzina, Anna, Egorov, Evgenii, Burnaev, Evgeny
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6712162/
https://www.ncbi.nlm.nih.gov/pubmed/31496928
http://dx.doi.org/10.3389/fnins.2019.00844