A comprehensive tool for measuring mammographic density changes over time.

Mikael ErikssonJingmei LiKarin LeiflandKamila CzenePer Hall

Published in: Breast cancer research and treatment (2018)

The quality of STRATUS density measures was not influenced by mammogram type. The alignment protocol reduced the non-biological variability between images over time. STRATUS has the potential to become a useful tool for epidemiological studies and clinical follow-up.

Keyphrases

randomized controlled trial
deep learning
convolutional neural network
quality improvement
human health
risk assessment
machine learning
climate change