Direct prediction of cardiovascular mortality from low-dose chest CT using deep learning.
Sanne G. M. van VelzenMajd ZreikNikolas LeßmannMax A. ViergeverPim A. de JongHelena M. VerkooijenIvana IsgumPublished in: Medical Imaging: Image Processing (2019)
Keyphrases
- deep learning
- low dose
- nodule detection
- chest ct
- x ray
- lung nodules
- unsupervised learning
- computed tomography
- imaging modalities
- risk factors
- ct scans
- machine learning
- mental models
- three dimensional
- ct images
- image processing
- computer tomography
- early detection
- contrast enhancement
- medical images
- principal component analysis
- medical imaging
- decision support system
- image segmentation
- expectation maximization