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Development and performance evaluation of a deep learning lung nodule detection system

BACKGROUND: Lung cancer is the leading cause of cancer-related deaths throughout the world. Chest computed tomography (CT) is now widely used in the screening and diagnosis of lung cancer due to its effectiveness. Radiologists must identify each small nodule shadow from 3D volume images, which is ve...

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Detalles Bibliográficos
Autores principales: Katase, Shichiro, Ichinose, Akimichi, Hayashi, Mahiro, Watanabe, Masanaka, Chin, Kinka, Takeshita, Yuhei, Shiga, Hisae, Tateishi, Hidekatsu, Onozawa, Shiro, Shirakawa, Yuya, Yamashita, Koji, Shudo, Jun, Nakamura, Keigo, Nakanishi, Akihito, Kuroki, Kazunori, Yokoyama, Kenichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9682774/
https://www.ncbi.nlm.nih.gov/pubmed/36419044
http://dx.doi.org/10.1186/s12880-022-00938-8