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Exploiting Global Structure Information to Improve Medical Image Segmentation

In this paper, we propose a method to enhance the performance of segmentation models for medical images. The method is based on convolutional neural networks that learn the global structure information, which corresponds to anatomical structures in medical images. Specifically, the proposed method i...

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Detalles Bibliográficos
Autores principales: Hwang, Jaemoon, Hwang, Sangheum
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8125827/
https://www.ncbi.nlm.nih.gov/pubmed/34067205
http://dx.doi.org/10.3390/s21093249