Our COVID-19 prediction models are composed of a novel coronavirus pneumonia (NCP) recognition model trained by a large number of COVID-19 patient CT image data sets. It can accurately identify important clinical markers related to the characteristics of NCP lesions and help the radiologists and clinicians quickly diagnose and identify COVID-19 patients for early intervention and appropriate allocation of resources cough ncp.