The field of radiology is under increasing pressure due to a continuous surge in imaging volumes and a significant shortage of radiologists [1,2]. In most European and North American countries, the growing demand for imaging procedures has outpaced the recruitment of radiologists [3]. This imbalance has led to rising workloads, longer turnaround times, and concerns about burnout among clinicians. In the context of a strained healthcare system, workflow optimization has become essential, particul…