A Multisite Study of a Breast Density Deep Learning Model for Full-Field Digital Mammography and Synthetic Mammography.

Thomas P MatthewsSadanand SinghBrent Mombourquette Jason H SuMeet P ShahStefano PedemonteAaron LongDavid MaffitJenny Gurney Rodrigo Morales Hoil Nikita GhareDouglas SmithStephen M MooreSusan C MarksRichard L Wahl

Published in: Radiology. Artificial intelligence (2020)

A BI-RADS breast density DL model demonstrated strong performance on FFDM and SM images from two institutions without training on SM images and improved by using few SM images.Supplemental material is available for this article.Published under a CC BY 4.0 license.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
optical coherence tomography
contrast enhanced
machine learning
image quality