Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images.
Babak Ehteshami BejnordiJimmy LinBen GlassMaeve MulloolyGretchen L. GierachMark E. ShermanNico KarssemeijerJeroen van der LaakAndrew H. BeckPublished in: ISBI (2017)
Keyphrases
- breast cancer
- deep learning
- histopathology images
- unsupervised learning
- logistic regression
- early detection
- machine learning
- computer aided diagnosis
- breast cancer detection
- breast tissue
- weakly supervised
- low contrast
- breast cancer patients
- mental models
- image processing
- dce mri
- decision support
- feature selection
- learning algorithm