Big data based lung cancer screening system and method

Abstract

The invention discloses a big data based lung cancer screening system and method. The system includes a collection terminal, a server and a man-machine interface. The collection terminal collects dataof lung cancer patients and detection data of patients that need to be screened and uploads all the data. The server is used for receiving the data and the detection data, establishing a lung cancerpatient database on the basis of the data, conducting data analysis on the lung cancer patient database, obtaining relation data between the lung cancer and pathogenic factors, learning and training the relation data to obtain a lung cancer risk predication model, processing the detection data through the lung cancer risk predication model, obtaining reference data between pathogenic factors of the patients that need to be screened and the lung cancer, and sending the reference data to a man-machine interface for display. The beneficial effects are that the relation data of different pathogenic factors and the lung cancer are obtained by conducting big data analysis and counting on the database of the lung cancer patients, so a scientific reference basis is provided for early-stage screening of the lung cancer.

Description

Technical field [0001] The invention belongs to the technical field of data processing, and specifically relates to a lung cancer screening system and method based on big data. Background technique [0002] At present, with the rapid development of Internet technology, the entire society is being pushed into the "big data" era. Some tumor databases have been established in my country, but they lack specific disease types, and such databases are scattered in a very small number of teaching hospitals and central hospitals. In addition, major hospitals use their own medical systems, and the same patient data uses different recording rules, resulting in the inability to integrate lung cancer patient information. Due to the differences in the electronic medical record systems used by various hospitals, tumor patient data cannot be collected and used uniformly. The patient data of patients has only become a display, and there is a phenomenon of "data is rich and cannot be unified". T...

AI Technical Summary

Problems solved by technology

[0003] In order to solve the above problems, the present invention provides a lung cancer screening system and method based on big data, which solves the defect that the data of lung cancer patients in the prior art cannot be collected uniformly, and provides scientific reference for lung cancer screening

Images