Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework

• Published in: Proceedings / IEEE International Symposium on Computer-Based Medical Systems pp. 806 - 813
• Main Authors: Pedrosa, Joao, Sousa, Pedro, Silva, Joana, Mendonca, Ana Maria, Campilho, Aurelio
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2023
• Subjects: abnormality detection; Chest radiography; Deep learning; Diagnostic radiography; Location awareness; Merging; Object detection; Observers; Pathology

Chest radiography is one of the most ubiquitous medical imaging modalities. Nevertheless, the interpretation of chest radiography images is time-consuming, complex and subject to observer variability. As such, automated diagnosis systems for pathology detection have been proposed, aiming to reduce t...