Prior to Initiation of Chemotherapy, Can We Predict Breast Tumor Response? Deep Learning Convolutional Neural Networks Approach Using a Breast MRI Tumor Dataset.
Richard HaChristine ChinJenika KarcichMichael Z. LiuPeter D. ChangSimukayi MutasaEduardo Pascual Van SantRalph T. WynnEileen ConnollySachin JambawalikarPublished in: J. Digit. Imaging (2019)
Keyphrases
- deep learning
- dce mri
- breast mri
- convolutional neural networks
- breast cancer
- mri data
- anatomical structures
- active contour model
- contrast enhancement
- unsupervised learning
- prostate cancer
- machine learning
- breast tissue
- medical images
- mental models
- computer aided diagnosis
- curve fitting
- magnetic resonance imaging
- medical imaging
- logistic regression
- color images
- weakly supervised
- magnetic resonance images
- computer aided
- markov random field
- object detection
- image processing