A medical data analysis system integrating structured image data. The system comprises an image information structuring module, an integration and preprocessing module, and a machine learning algorithm module. According to the invention, on the basis of a distributed data analysis platform using Spark and Hadoop, and to address the difficulty of both integrating medical image data with structured data residing in electronic medical records and analyzing same, an image information structuring module is used to analyze medical image data by means of computer vision technology and used to perform structuring conversion on key information. Said data is then integrated with structured data of the relevant patient, the structured data including relevant diagnostic information and demographic information from an electronic medical records system; missing value processing and classification data conversion is performed by means of a data preprocessing module; and data analysis and results visualization are carried out using a machine learning algorithm module. A highly efficient medical data analysis system is thus formed. The invention increases the utilization rate of various types of multi-dimensional medical data, and satisfies the various topical research requirements of researchers.
MEDICAL DATA ANALYSIS SYSTEM INTEGRATING STRUCTURED IMAGE DATA