Biological information analysis platform based on machine learning algorithm

Abstract

The invention discloses a biological information analysis platform based on a machine learning algorithm. The platform comprises a registration and login module, an identity verification module, an Internet data collection module, an experiment data collection module, a data uploading module, a data storage module, a cloud server module, a data arrangement module, an intelligent processing module,a text analysis module, a report generation module and an information display module. According to the method, data classification and clustering can be better carried out on the biological information when massive biological information data are provided, accurate information retrieval and related information recommendation are provided, and a machine learning algorithm is utilized in the classification and clustering process, so that the biological information analysis process is simple and rapid and great help is brought to research and analysis of a user.

Description

technical field [0001] The invention belongs to the technical field of biological information analysis, in particular to a biological information analysis platform based on a machine learning algorithm. Background technique [0002] With the rapid development of sequencing technology, genetic research institutions and medical research institutions have generated massive amounts of biological information data, but these data cannot be used directly. It is necessary to use bioinformatics analysis platforms and bioinformatics technologies to analyze and process these data, thereby Give clear and easy-to-export result information. With the continuous development of science and technology and the continuous improvement of information processing technology, computers have become a means of bioinformatics analysis. Nowadays, most bioinformatics analysis techniques use computer software as analysis assistants. Because every The software development level of each company is inconsist...

AI Technical Summary

Problems solved by technology

[0002] With the rapid development of sequencing technology, genetic research institutions and medical research institutions have generated massive amounts of biological information data, but these data cannot be used directly. It is necessary to use bioinformatics analysis platforms and bioinformatics technologies to analyze and process these data, thereby Give clear and easy-to-export result information. With the continuous development of science and technology and the continuous improvement of information processing technology, computers have become a means of bioinformatics analysis. Nowadays, most bioinformatics analysis techniques use computer software as analysis assistants. Because every The software development level of each company is inconsistent, and the software analysis ability is limited, and it is impossible to provide intelligent analysis for biological information. With the development of artificial intelligence, the intelligent analysis method of machine learning combined with biological information analysis will become the mainstream. Therefore, a Bioinformatics analysis platform based on machine learning algorithm is particularly important

[0003] However, the current biological information analysis platform, when faced with massive biological information, the classification and clustering methods for biological information are relatively simple, and cannot provide accurate information retrieval. The research analysis has brought some impact, in order to solve this defect, a solution is now provided

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