Longitudinal lung cancer prediction convolutional neural network model improves the classification of indeterminate pulmonary nodules

A deep learning model (LCP CNN) for the stratification of indeterminate pulmonary nodules (IPNs) demonstrated better discrimination than commonly used clinical prediction models. However, the LCP CNN score is based on a single timepoint that ignores longitudinal information when prior imaging studie...

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Detalles Bibliográficos
Autores principales: Paez, Rafael, Kammer, Michael N., Balar, Aneri, Lakhani, Dhairya A., Knight, Michael, Rowe, Dianna, Xiao, David, Heideman, Brent E., Antic, Sanja L., Chen, Heidi, Chen, Sheau-Chiann, Peikert, Tobias, Sandler, Kim L., Landman, Bennett A., Deppen, Stephen A., Grogan, Eric L., Maldonado, Fabien
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/PMC10105767/
https://www.ncbi.nlm.nih.gov/pubmed/37061539
http://dx.doi.org/10.1038/s41598-023-33098-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10105767/
https://www.ncbi.nlm.nih.gov/pubmed/37061539
http://dx.doi.org/10.1038/s41598-023-33098-y

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