A comparison of Bayesian and non-linear regression methods for robust estimation of pharmacokinetics in DCE-MRI and how it affects cancer diagnosis.
Nikolaos DikaiosDavid AtkinsonChiara TudiscaPierpaolo PurpuraMartin ForsterHashim Uddin AhmedTimothy BealeMark EmbertonShonit PunwaniPublished in: Comput. Medical Imaging Graph. (2017)
Keyphrases
- robust estimation
- cancer diagnosis
- regression methods
- linear regression
- regression model
- least squares
- logistic regression
- partial least squares
- motion field
- breast cancer
- image registration
- bayesian networks
- three dimensional
- microarray
- magnetic resonance images
- contrast enhancement
- optical flow
- pattern recognition