Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline.
Ilaria BonavitaXavier Rafael-PalouMario CeresaGemma PiellaVicent J. RibasMiguel Ángel González BallesterPublished in: Comput. Methods Programs Biomed. (2020)
Keyphrases
- pulmonary nodules
- convolutional neural networks
- cancer classification
- computer aided diagnosis
- lung cancer
- cancer diagnosis
- ct scans
- computer aided
- lung parenchyma
- ct images
- thoracic ct images
- gene selection
- microarray
- random forest
- breast cancer
- microarray data
- receiver operating characteristic
- gene expression data
- computed tomography
- gene expression profiles
- medical images
- medical imaging
- feature selection
- ct data
- lung nodules
- medical image processing
- automatic segmentation
- logistic regression
- image analysis