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Predicting the invasiveness of lung adenocarcinomas appearing as ground-glass nodule on CT scan using multi-task learning and deep radiomics

BACKGROUND: Due to different treatment method and prognosis of different subtypes of lung adenocarcinomas appearing as ground-glass nodules (GGNs) on computed tomography (CT) scan, it is important to classify invasive adenocarcinomas from non-invasive adenocarcinomas. The purpose of this paper is to...

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Detalles Bibliográficos
Autores principales: Wang, Xiang, Li, Qingchu, Cai, Jiali, Wang, Wei, Xu, Peng, Zhang, Yiqian, Fang, Qu, Fu, Chicheng, Fan, Li, Xiao, Yi, Liu, Shiyuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481614/
https://www.ncbi.nlm.nih.gov/pubmed/32953512
http://dx.doi.org/10.21037/tlcr-20-370