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Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation

Accurate lung nodule segmentation from computed tomography (CT) images is of great importance for image-driven lung cancer analysis. However, the heterogeneity of lung nodules and the presence of similar visual characteristics between nodules and their surroundings make it difficult for robust nodul...

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Detalles Bibliográficos
Autores principales: Wang, Shuo, Zhou, Mu, Liu, Zaiyi, Liu, Zhenyu, Gu, Dongsheng, Zang, Yali, Dong, Di, Gevaert, Olivier, Tian, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5661888/
https://www.ncbi.nlm.nih.gov/pubmed/28688283
http://dx.doi.org/10.1016/j.media.2017.06.014