Repeatability profiles towards consistent sensitivity and specificity levels for machine learning on breast DCE-MRI.
Amy Van DusenMichael VieceliKaren DrukkerHiroyuki AbeMaryellen L. GigerHeather M. WhitneyPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Keyphrases
- dce mri
- machine learning
- mri data
- breast mri
- breast cancer
- anatomical structures
- dynamic contrast enhanced mri
- motion correction
- active contour model
- prostate cancer
- contrast agent
- contrast enhancement
- curve fitting
- benign and malignant
- computer aided diagnosis
- medical images
- model driven
- computer aided
- medical imaging
- magnetic resonance imaging
- magnetic resonance images
- image enhancement
- computer vision
- fully automatic
- logistic regression
- data driven
- pattern recognition
- decision trees
- feature selection