A spatial attention guided deep learning system for prediction of pathological complete response using breast cancer histopathology images.
Hongyi DuanmuShristi BhattaraiHongxiao LiZhan ShiFusheng WangGeorge TeodoroKeerthi GogineniPreeti SubhedarUmay KirazEmiel A. M. JanssenRitu AnejaJun KongPublished in: Bioinform. (2022)
Keyphrases
- breast cancer
- deep learning
- histopathology images
- bladder cancer
- survival analysis
- outcome prediction
- diagnosis of breast cancer
- computer aided diagnosis
- breast cancer diagnosis
- spatial information
- logistic regression
- unsupervised learning
- machine learning
- cancer patients
- breast cancer patients
- mental models
- weakly supervised
- mammogram images
- data mining
- information extraction
- image processing
- feature selection
- learning algorithm