Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer.
Journal:
BMC cancer
Published Date:
May 30, 2018
Abstract
BACKGROUND: Gene-expression companion diagnostic tests, such as the Oncotype DX test, assess the risk of early stage Estrogen receptor (ER) positive (+) breast cancers, and guide clinicians in the decision of whether or not to use chemotherapy. However, these tests are typically expensive, time consuming, and tissue-destructive.
Authors
Keywords
Adult
Aged
Breast
Breast Neoplasms
Cell Nucleus
Female
Genetic Testing
Humans
Image Processing, Computer-Assisted
Middle Aged
Models, Biological
Neoplasm Staging
Predictive Value of Tests
Principal Component Analysis
Prognosis
Receptors, Estrogen
Risk Factors
ROC Curve
Staining and Labeling
Supervised Machine Learning
Young Adult