Data analytics of medical treatments by surgical instruments

OData support
Supervisor:
Dr. Szűcs Gábor
Department of Telecommunications and Media Informatics

During my thesis I have created a web application that allows analyzing data of dialysis machines for different user groups. On the one hand, it provides support for solving and organizing data mining tasks, as well as facilitating the launch of simpler statistical queries, where the queries and the analyzing processes are automatically generated based on the interface. To reach this, I have planned the process of storing and analyzing data and after that, I created the solution.

In the first part of my work I gained knowledge in big data and data mining topics. I have inspected the technologies with considering the needs of the company, and I have decided which ones would be appropriate to solve the problem. After expounding the research work, I will describe the issues of decision-making and the appeared problems during the planning process.

As the next step of my work, the implemented software will be presented. In addition to the detailed explanation of the web interface, I will review the exact behavior of the important functions (such as the generation of statistical analyzes). At the end of my thesis, I will summarize my work and I look at the development possibilities.

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