Abstract
To explore the application of data mining technology in adverse drug reaction (ADR), and provide reference for exploring new methods in the field of ADR monitoring in China. Searching for database related documents such as China Knowledge Network and Data with keywords such as “data mining”, “adverse drug reaction”, “electronic medical record” and “hospital information system”, data mining in spontaneous reporting system and electronic medical treatment the current status, common methods, advantages and disadvantages of ADR monitoring are reviewed. Data mining technology can effectively detect ADR signals in both spontaneous reporting systems and electronic medical records. It has excellent data analysis and ability to discover patterns and will play an important role in the field of ADR monitoring.
Highlights
With the increasing popularity of the Internet, more and more attention has been paid to the use of information and the Internet in the process of financial transactions, and the continuous innovation of information technology has provided more space for development, especially in the financial industry with the help of big data
Internet finance in big data era can effectively improve the situation that traditional bank transactions were limited by time and space in the past, and provide convenient services for many aspects, which is the innovation of Internet finance
The transformation of traditional banks is very important; the following will discuss the innovation of Internet finance and the transformation of traditional banks
Summary
With the increasing popularity of the Internet, more and more attention has been paid to the use of information and the Internet in the process of financial transactions, and the continuous innovation of information technology has provided more space for development, especially in the financial industry with the help of big data. It can better perform data analysis and provide financial managers and participants with more convenient operation and reference models. The general direction of the innovation and development of Internet finance in the big data era
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