Projects and references
DATA MINING in healthcare
It helps to improve the effectiveness of treatment processes, thus improving the ratio of price and quality of health care.
Areas of data mining
In the framework of implemented projects, data mining in healthcare was mainly focused on the following areas:
- Identification of patients‘ chronic conditions
- Identifying common treatments
- Health risk prediction
- Measuring the efficiency and quality of health care
- Preparing documents for negotiation between health insurance companies and health service providers
- Interpreting data for decision making process in health care marketing
Technologies used
Advanced Business Intelligence and Artificial Intelligence tools are used:
- Predictive models (neural networks, decision trees, …)
- Segmentation tools (cluster analysis …)
- Tools for identification of relations (associative analysis, social network analysis …)
- Tools for analyzing unstructured text (text mining)
Key features and benefits
STYRAX Consulting responsibility
The complete realization of the mentioned systems from the design of basic algorithms, implementation on different technologies, deployment into an organization environment and implementation of the pilot project up to support in subsequent operation.
STYRAX Consulting responsibility
Including consultations with professional consultants with industry know-how.
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