Incremental learning-based cascaded model for detection and localization of tuberculosis from chest x-ray images

• Published in: Expert systems with applications Vol. 238; p. 122129
• Main Authors: Vats, Satvik, Sharma, Vikrant, Singh, Karan, Katti, Anvesha, Mohd Ariffin, Mazeyanti, Nazir Ahmad, Mohammad, Ahmadian, Ali, Salahshour, Soheil
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 15.03.2024
• Subjects: Cascaded Model; Chest X-Ray; FRCNN; Incremental learning; Radiology; Tuberculosis (TB); Tuberculosis (TB); Radiology; Cascaded Model; Incremental learning; Chest X-Ray; FRCNN

Rapid treatment protocols such as X-ray and CT scans have played a crucial role in the diagnosis of tuberculosis (TB infection). Automatic detection of CXR is required to speed up patient treatment with accuracy. Consequently, it reduces the burden of patients on medical practitioners. The present p...