Multi-region saliency-aware learning for cross-domain placenta image segmentation

We propose a multi-region saliency-aware learning (MSL) method for cross-domain placenta image segmentation. Unlike most existing image-level transfer learning methods that fail to preserve the semantics of paired regions, our MSL incorporates the attention mechanism and a saliency constraint into t...

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Detalles Bibliográficos
Autores principales: Zhang, Zhuomin, Davaasuren, Dolzodmaa, Wu, Chenyan, Goldstein, Jeffery A., Gernand, Alison D., Wang, James Z.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Science 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7727399/
https://www.ncbi.nlm.nih.gov/pubmed/33324026
http://dx.doi.org/10.1016/j.patrec.2020.10.004

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7727399/
https://www.ncbi.nlm.nih.gov/pubmed/33324026
http://dx.doi.org/10.1016/j.patrec.2020.10.004

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