Deep Learning approach predicting breast tumor response to neoadjuvant treatment using DCE-MRI volumes acquired before and after chemotherapy.
Mohammed El AdouiMohamed Amine LarhmamStylianos DrisisMohammed BenjellounPublished in: Medical Imaging: Computer-Aided Diagnosis (2019)
Keyphrases
- dce mri
- deep learning
- mri data
- breast cancer
- anatomical structures
- unsupervised learning
- contrast enhancement
- active contour model
- dynamic contrast enhanced mri
- prostate cancer
- machine learning
- computer aided diagnosis
- curve fitting
- model driven
- weakly supervised
- active contours
- magnetic resonance imaging
- magnetic resonance images
- image enhancement
- medical imaging
- synthetic data
- mental models
- medical images
- semi automatic
- three dimensional