A Multi-Stage GAN for Multi-Organ Chest X-ray Image Generation and Segmentation

Multi-organ segmentation of X-ray images is of fundamental importance for computer aided diagnosis systems. However, the most advanced semantic segmentation methods rely on deep learning and require a huge amount of labeled images, which are rarely available due to both the high cost of human resour...

Full description

Saved in:
Bibliographic Details
Main Authors: Giorgio Ciano, Paolo Andreini, Tommaso Mazzierli, Monica Bianchini, Franco Scarselli
Format: article
Language:EN
Published: MDPI AG 2021
Subjects:
Online Access:https://doaj.org/article/1b5d1880254149c885f696e5bbd61d1d
Tags: Add Tag
No Tags, Be the first to tag this record!