Intelligent analysis system and method based on novel coronavirus pneumonia X-ray chest radiography

The embodiment of the invention provides an intelligent analysis system and method based on a novel coronavirus pneumonia X-ray chest radiography, and the system comprises: a full-image analysis module which is used for obtaining the suspected probability that the preprocessed X-ray chest radiography is new coronapneumonia and an attention distribution diagram, and obtaining the coordinates of a main attention region based on the attention distribution diagram; an anomaly detection module which is used for acquiring coordinates of a detection anomaly region in the preprocessed X-ray chest radiography; and a comprehensive analysis module which is used for judging whether the X-ray chest radiography is false positive or not according to the suspected probability, the coordinates of the mainattention area and the coordinates of the detection abnormal area. According to the system, the novel coronavirus pneumonia of the whole X-ray chest radiography is analyzed through the two deep learning convolutional neural n