The application relates to the technical field of
medical treatment and discloses a liver
chronic disease screening method, a device and a storage medium.The method comprises the following steps: a liver detection
system collects liver stiffness data and
liver fat attenuation parameters of a target object; a mobile
terminal system receives the liver stiffness data and the
liver fat attenuation parameters, combines the liver stiffness data and the
liver fat attenuation parameters with basic information of a preset target object, generates acquisition characteristic data, carries out
label marking matrix
processing on pretreatment integrated data of the cloud
service system, generates a
label marking matrix, carries out fitting residual
processing on the
label marking matrix, obtains extended
decision tree data, carries out discrete sampling
processing on the extended
decision tree data, obtains a
sparse vector, carries out classification calculation processing on the
sparse vector, obtains a
classification result, and generates a
disease screening report based on the
classification result.In the embodiment of the application, through
system architecture and cloud
service system data processing, the early warning timeliness and accuracy of liver
chronic disease screening are improved.