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...
| Publicado en: | Journal of Digital Imaging Vol. 34; no. 3; pp. 647 - 667 |
|---|---|
| Autores principales: | , , , , , |
| Formato: | questions and answers tables/charts Journal Article |
| Publicado: |
Springer Nature
Jun2021
|
| Acceso en línea: | Ver este registro en EBSCOhost |