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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...
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 |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
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 |
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