Automated 5-year mortality prediction using deep learning and radiomics features from chest computed tomography.
Gustavo CarneiroLuke Oakden-RaynerAndrew P. BradleyJacinto C. NascimentoLyle J. PalmerPublished in: ISBI (2017)
Keyphrases
- computed tomography
- deep learning
- ct images
- unsupervised feature learning
- medical images
- medical imaging
- three dimensional
- image reconstruction
- ct scans
- computed tomography scans
- x ray
- feature extraction
- machine learning
- low dose
- unsupervised learning
- image registration
- computer aided
- image features
- ct data
- multiscale
- pulmonary nodules
- lymph nodes
- dimensionality reduction
- input image