Automated classification of chest X-rays: a deep learning approach with attention mechanisms

Automated classification of chest X-rays: a deep learning approach with attention mechanisms

Abstract Background Pulmonary diseases such as COVID-19 and pneumonia, are life-threatening conditions, that require prompt and accurate diagnosis for effective treatment. Chest X-ray (CXR) has become the most common alternative method for detecting pulmonary diseases such as COVID-19, pneumonia, an...

Full description

Saved in:
Bibliographic Details
Main Authors: Burcu Oltu, Selda Güney, Seniha Esen Yuksel, Berna Dengiz
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BMC Medical Imaging
Subjects:
Deep learning
Convolutional neural network (CNN)
Vision transformer (ViT)
Chest X-Ray (CXR)
Online Access:https://doi.org/10.1186/s12880-025-01604-5
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items