Modern diagnostic imaging systems represent a cornerstone of contemporary healthcare, allowing physicians to observe internal structures and processes with unprecedented detail. These sophisticated methods encompass a wide spectrum of modalities, including X-ray scanning, computed tomography, magnetic resonance MRI, and ultrasound sonics. Each proc