A deep learning classifier for prediction of pathological complete response to neoadjuvant chemotherapy from baseline breast DCE-MRI.
Kavya RavichandranNathaniel BramanAndrew JanowczykAnant MadabhushiPublished in: Medical Imaging: Computer-Aided Diagnosis (2018)
Keyphrases
- dce mri
- deep learning
- mri data
- anatomical structures
- breast cancer
- breast mri
- active contour model
- benign and malignant
- contrast enhancement
- prostate cancer
- unsupervised learning
- curve fitting
- machine learning
- model driven
- synthetic data
- fully automatic
- training data
- medical images
- learning algorithm
- medical imaging
- mental models
- support vector
- magnetic resonance imaging
- weakly supervised
- feature space
- white matter
- computer aided diagnosis
- data sets
- decision trees
- shape prior
- image enhancement
- mr images
- graph cuts
- active learning
- pairwise