A generative adversarial network-based abnormality detection using only normal images for model training with application to digital breast tomosynthesis

Abstract Deep learning has shown tremendous potential in the task of object detection in images. However, a common challenge with this task is when only a limited number of images containing the object of interest are available. This is a particular issue in cancer screening, such as digital breast...

Full description

Saved in:
Bibliographic Details
Main Authors: Albert Swiecicki, Nicholas Konz, Mateusz Buda, Maciej A. Mazurowski
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/508eb076572e45cab8b174526afb95f2
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items