To deform or not: treatment-aware longitudinal registration for breast DCE-MRI during neoadjuvant chemotherapy via unsupervised keypoints detection.
Luyi HanTao TanTianyu ZhangYuan GaoXin WangValentina LongoSofía Ventura-DíazAnna D'AngeloJonas TeuwenRitse MannPublished in: CoRR (2024)
Keyphrases
- dce mri
- keypoints
- mri data
- dynamic contrast enhanced mri
- breast cancer
- breast mri
- keypoint matching
- anatomical structures
- motion correction
- active contour model
- contrast enhancement
- prostate cancer
- benign and malignant
- image matching
- curve fitting
- computer aided diagnosis
- medical images
- multiscale
- fully automatic
- deformable models
- model driven
- image features
- object recognition
- magnetic resonance imaging
- image enhancement
- scale space
- magnetic resonance images
- computer aided
- radiation therapy
- logistic regression
- synthetic data
- active contours
- white matter
- visual quality
- segmentation method
- digital mammograms
- pattern recognition