Cost prediction method, apparatus, server, and storage medium based on prediction model

Abstract

The embodiment of the invention discloses a cost prediction method based on a prediction model, DEVICE, SERVER AND STORAGE MEDIUM, The method comprises the following steps: receiving a cost predictionrequest sent by a terminal, wherein the cost prediction request carries patient information, the patient information comprises patient basic information and diagnosis and treatment information, the diagnosis and treatment information comprises disease name and treatment plan information corresponding to the disease name, and the patient basic information comprises region information and age information; Obtaining the first target information from the patient information according to an input item of the cost prediction model; inputting The first target information into a cost forecasting model for processing to obtain the forecasted cost information, and training the cost forecasting model according to the history forecasted cost information and the history first target information obtained from the history patient information; sending The predicted cost information to the terminal. By adopting the embodiment of the invention, the predicted cost information corresponding to the treatment scheme can be quickly determined, so as to provide a reference for judging whether the diagnosis and treatment cost is reasonable or not.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to an expense forecasting method, device, server and storage medium based on a forecasting model. Background technique [0002] In recent years, with the development of society, although people's living standards have been improved, people's chances of getting sick have also increased. When people are sick, they all need to go to the hospital for diagnosis and treatment, so there will be corresponding medical expenses. In order to make huge profits, some hospitals will greatly increase the cost of many diagnosis and treatment items, which makes the diagnosis and treatment expenses incurred when people go to these hospitals to see a doctor very unreasonable. However, it is currently impossible for people to manually determine whether the cost of diagnosis and treatment is reasonable. In addition, in the insurance industry, medical claim settlement is a relatively common t...

AI Technical Summary

Problems solved by technology

In order to make huge profits, some hospitals will greatly increase the cost of many diagnosis and treatment items, resulting in unreasonable diagnosis and treatment expenses when people go to these hospitals to see a doctor

However, it is currently impossible for people to manually determine whether the cost of medical treatment is reasonable

In addition, in the insurance industry, medical claim settlement is a relatively common type of claim settlement. In the traditional medical claim settlement method, the claim settlement personnel manually calculate the claim settlement cost based on the medical condition report issued by the hospital and the medical bill; In the process, it is also impossible to manually determine whether the medical expenses of the insured are reasonable

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