Wincomm is one of Taiwan's leading manufacturers of medical and industrial computers, along with related embedded computing products. Empowered by medical OR AIO PC, the WMP-22T(-PIS) series, and box PC, the WPC-7N8 series, both of which are equipped with 12th Gen Intel® Core™ i7/i5 processors, operating at 4.5GHz and offering high performance with a power range of 35 to 45W. These systems also feature Intel® Iris® Xe GPU, utilizing the new Xe architecture with up to 96 execution units (EUs) operating at 1.35GHz. This setup efficiently reduces latency during the imaging process. The implementation of AI in medical imaging requires significant time for labeling and the involvement of doctors, which is considered time-consuming and costly, particularly in light of the global shortage of doctors.