The diagnostic performance and clinical value of deep learning-based nodule detection system concerning influence of location of pulmonary nodule.

• The deep learning-based nodule detection (DLD) system can improve the diagnostic performance of observers in nodule detection. • The DLD system shows poor diagnostic performance in detecting danger zone nodules. • For less-experienced observers, the DLD system is helpful in detecting danger zone nodules.