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