Comparison and Fusion of Deep Learning and Radiomics Features of Ground-Glass Nodules to Predict the Invasiveness Risk of Stage-I Lung Adenocarcinomas in CT Scan

For stage-I lung adenocarcinoma, the 5-years disease-free survival (DFS) rates of non-invasive adenocarcinoma (non-IA) is different with invasive adenocarcinoma (IA). This study aims to develop CT image based artificial intelligence (AI) schemes to classify between non-IA and IA nodules, and incorpo...

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Detalles Bibliográficos
Autores principales: Xia, Xianwu, Gong, Jing, Hao, Wen, Yang, Ting, Lin, Yeqing, Wang, Shengping, Peng, Weijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7136522/
https://www.ncbi.nlm.nih.gov/pubmed/32296645
http://dx.doi.org/10.3389/fonc.2020.00418

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7136522/
https://www.ncbi.nlm.nih.gov/pubmed/32296645
http://dx.doi.org/10.3389/fonc.2020.00418

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