A Multi-Task Convolutional Neural Network for Lesion Region Segmentation and Classification of Non-Small Cell Lung Carcinoma

Targeted therapy is an effective treatment for non-small cell lung cancer. Before treatment, pathologists need to confirm tumor morphology and type, which is time-consuming and highly repetitive. In this study, we propose a multi-task deep learning model based on a convolutional neural network for j...

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Detalles Bibliográficos
Autores principales: Wang, Zhao, Xu, Yuxin, Tian, Linbo, Chi, Qingjin, Zhao, Fengrong, Xu, Rongqi, Jin, Guilei, Liu, Yansong, Zhen, Junhui, Zhang, Sasa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9406737/
https://www.ncbi.nlm.nih.gov/pubmed/36010201
http://dx.doi.org/10.3390/diagnostics12081849

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9406737/
https://www.ncbi.nlm.nih.gov/pubmed/36010201
http://dx.doi.org/10.3390/diagnostics12081849

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