Registration-guided GAN Synthesis of Virtual Contrast-enhanced Thoracic CT for Hilar and Mediastinal Lymph Node Detection

Registration-guided generative adversarial network–synthesized virtual contrast-enhanced CT better visualized lymph nodes than conventional models, allowing readers, especially experienced radiologists, to achieve better diagnostic performance than with noncontrast CT alone.