An Investigation of Deep Learning for Lesions Malignancy Classification in Breast DCE-MRI.
Stefano MarroneGabriele PiantadosiRoberta FuscoAntonella PetrilloMario SansoneCarlo SansonePublished in: ICIAP (2) (2017)
Keyphrases
- benign and malignant
- dce mri
- digital mammograms
- deep learning
- breast cancer
- lung nodules
- breast mri
- computer aided diagnosis
- breast tissue
- mri data
- dynamic contrast enhanced mri
- anatomical structures
- contrast enhancement
- active contour model
- unsupervised learning
- machine learning
- medical images
- curve fitting
- prostate cancer
- pulmonary nodules
- dynamic contrast enhanced
- model driven
- computer aided
- medical imaging
- text classification
- pattern recognition
- decision trees
- receiver operating characteristic
- logistic regression
- synthetic data
- pairwise
- training set
- computer vision