Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using Deep Learning with Integrative Imaging, Molecular and Demographic Data.
Hongyi DuanmuPauline Boning HuangSrinidhi BrahmavarStephanie LinThomas RenJun KongFusheng WangTim Q. DuongPublished in: MICCAI (2) (2020)
Keyphrases
- breast cancer
- deep learning
- demographic data
- dce mri
- breast cancer detection
- survival analysis
- outcome prediction
- bladder cancer
- logistic regression
- unsupervised learning
- computer aided diagnosis
- mental models
- machine learning
- weakly supervised
- three dimensional
- image analysis
- decision trees
- high resolution
- disease progression
- image processing
- medical imaging
- decision support system
- dimensionality reduction
- cancer patients
- breast cancer patients
- decision making