Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray.
Journal:
Computers in biology and medicine
Published Date:
Sep 10, 2022
Abstract
BACKGROUND AND OBJECTIVE: Automatic segmentation and annotation of medical image plays a critical role in scientific research and the medical care community. Automatic segmentation and annotation not only increase the efficiency of clinical workflow, but also prevent overburdening of radiologists. The objective of this work is to improve the accuracy and give a probabilistic map for automatic annotation from small data set to reduce the use of tedious and prone to error manual annotations from chest X-rays.