[New Method of Paired Comparison for Improved Observer Shortage Using Deep Learning Models].

Purpose: The aim of this study was to validate the potential of substituting an observer in a paired comparison with a deep-learning observer.

Methods: Phantom images were obtained using computed tomography. Imaging conditions included a standard setting of 120 kVp and 200 mA, with tube current variations ranging from 160 mA, 120 mA, 80 mA, 40 mA, and 20 mA, resulting in six different imaging conditions.