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Lung Nodule Classification Using Biomarkers, Volumetric Radiomics, and 3D CNNs
We present a hybrid algorithm to estimate lung nodule malignancy that combines imaging biomarkers from Radiologist’s annotation with image classification of CT scans. Our algorithm employs a 3D Convolutional Neural Network (CNN) as well as a Random Forest in order to combine CT imagery with biomarke...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer International Publishing
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329152/ https://www.ncbi.nlm.nih.gov/pubmed/33532893 http://dx.doi.org/10.1007/s10278-020-00417-y |