A novel and fully automated mammographic texture analysis for risk prediction: results from two case-control studies.

Chao WangAdam R BrentnallJack CuzickElaine F HarknessD Gareth EvansSusan Astley

Published in: Breast cancer research : BCR (2017)

Textural features based on digital mammograms improve risk assessment beyond volumetric percentage density. The features and risk score developed need further investigation in other settings.

Keyphrases

case control
risk assessment
deep learning
machine learning
heavy metals
high throughput
magnetic resonance imaging
magnetic resonance
contrast enhanced