Detection equipment based on novel coronavirus pneumonia CT detection and use method thereof

The embodiment of the invention provides detection equipment based on novel coronavirus pneumonia CT (computed tomography) detection and a use method thereof, and the detection equipment comprises: asegmentation module which obtains a CT image of a target object after lung preprocessing, inputs the...

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Hauptverfasser: CAI FEIYUE, LAI YAOMING, WEI JUN, LUO ZHAOYANG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The embodiment of the invention provides detection equipment based on novel coronavirus pneumonia CT (computed tomography) detection and a use method thereof, and the detection equipment comprises: asegmentation module which obtains a CT image of a target object after lung preprocessing, inputs the preprocessed CT image into a focus segmentation network, and obtains all focuses; a probability module which inputs a preset number of focuses into the novel coronavirus pneumonia diagnosis network to obtain the probability that the target object is infected with the novel coronavirus pneumonia; and an output module which outputs the probability that the target object is infected with the novel coronavirus pneumonia. According to the invention, focus segmentation is carried out on a target object by using a focus segmentation network in a segmentation module; and then the probability module judges the probability that the target object suffers from the novel coronavirus pneumonia accordingto the probability that ea