Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images

In recent years, several deep learning approaches have been successfully applied in the field of medical image analysis. More specifically, different deep neural network architectures have been proposed and assessed for the detection of various pathologies based on chest X-ray images. While the perf...

Full description

Bibliographic Details
Main Authors: Patrick Thiam, Ludwig Lausser, Christopher Kloth, Daniel Blaich, Andreas Liebold, Meinrad Beer, Hans A. Kestler
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2023.1056422/full