Data analysis method based on primary liver cancer big data and storage medium

Abstract

The invention relates to the technical field of big data processing, in particular to a data analysis method based on primary liver cancer big data and a storage medium. The method comprises the following steps: acquiring analysis data from an electronic medical record system, an image acquisition and output system and an inspection information system; preprocessing the population information to obtain patient index number information; preprocessing the image report and performing structured analysis processing to obtain nodule attributes; preprocessing the test report to obtain alpha fetoprotein test data; summarizing the patient index number information, the image report and the alpha fetoprotein test data to obtain summarized data; and analyzing the summarized data according to a preset rule to obtain an illness state analysis result of the patient. According to the technical scheme, data in different systems are extracted for normalization and unification, key index information is screened out, the condition of the hepatocellular carcinoma of a patient is analyzed according to preset rules, diagnosis and treatment suggestions are given, the working efficiency can be improved, and the diagnosis accuracy can also be improved.

Description

technical field [0001] This application relates to the technical field of big data processing, in particular to a data analysis method and a storage medium based on big data of primary liver cancer. Background technique [0002] Hepatocellular carcinoma (liver cancer) is the fourth most common malignant tumor in my country, and its case fatality rate ranks second among malignant tumors. Surgical resection is the first choice for the treatment of liver cancer, but patients with liver cancer usually have no abnormal clinical manifestations in the early stage, and often develop to the middle and late stages when diagnosed, and only 15%-30% of the patients can undergo radical surgery. Screening high-risk groups for liver cancer is helpful for early detection, early diagnosis, and early treatment of liver cancer, and is the key to improving the efficacy of liver cancer. High-risk groups for liver cancer in my country include hepatitis B virus (Hepatitis B virus, HBV) and (or) he...

AI Technical Summary

Problems solved by technology

[0003] However, when high-risk patients with liver cancer visit other departments, non-hepatic specialists have varying degrees of insufficient understanding of the screening process and diagnostic criteria for liver cancer

Similarly, grassroots doctors may make errors in the screening and diagnosis of liver cancer patients due to lack of knowledge update channels and insufficient experience in diagnosis and treatment of specialized diseases, which will affect the early diagnosis of patients

In addition, in the face of the ever-increasing number of high-risk groups of liver cancer, liver disease specialists are under great work pressure

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