Evaluation of emphysema on thoracic low-dose CTs through attention-based multiple instance deep learning

In addition to lung cancer, other thoracic abnormalities, such as emphysema, can be visualized within low-dose CT scans that were initially obtained in cancer screening programs, and thus, opportunistic evaluation of these diseases may be highly valuable. However, manual assessment for each scan is...

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Detalles Bibliográficos
Autores principales: Fuhrman, Jordan, Yip, Rowena, Zhu, Yeqing, Jirapatnakul, Artit C., Li, Feng, Henschke, Claudia I., Yankelevitz, David F., Giger, Maryellen L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867724/
https://www.ncbi.nlm.nih.gov/pubmed/36681685
http://dx.doi.org/10.1038/s41598-023-27549-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867724/
https://www.ncbi.nlm.nih.gov/pubmed/36681685
http://dx.doi.org/10.1038/s41598-023-27549-9

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