About the generalizability of deep learning based image quality assessment in mammography

One method of assessing the image quality of a mammography unit is to estimate a contrast-detail-curve (CDC) that is obtained from images of a technical phantom. It has been proposed to estimate this CDC by using an end-to-end neural network (NN) which only needs one image to determine the CDC. That...

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Bibliographic Details
Main Authors: Josua Faller, Narbota Amanova, Ruben van Engen, Jörg Martin, Clemens Elster
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Machine Learning: Science and Technology
Subjects:
Online Access:https://doi.org/10.1088/2632-2153/acf914