Identifying Solitary Granulomatous Nodules from Solid Lung Adenocarcinoma: Exploring Robust Image Features with Cross-Domain Transfer Learning

SIMPLE SUMMARY: This retrospective study aimed to find suitable source domain data in cross-domain transfer learning to extract robust image features and build a model to preoperatively distinguish LGN from LAC in SPSNs. The experiment showed that, compared with other source domains (such as ImageNe...

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Detalles Bibliográficos
Autores principales: Feng, Bao, Chen, Xiangmeng, Chen, Yehang, Yu, Tianyou, Duan, Xiaobei, Liu, Kunfeng, Li, Kunwei, Liu, Zaiyi, Lin, Huan, Li, Sheng, Chen, Xiaodong, Ke, Yuting, Li, Zhi, Cui, Enming, Long, Wansheng, Liu, Xueguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9913209/
https://www.ncbi.nlm.nih.gov/pubmed/36765850
http://dx.doi.org/10.3390/cancers15030892

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9913209/
https://www.ncbi.nlm.nih.gov/pubmed/36765850
http://dx.doi.org/10.3390/cancers15030892

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