University of Twente Student Theses
Leveraging Information Visualization, Pattern Identification, and Anomaly Detection in Support of Tactical Analysis of Healthcare Contracts
Tsankov, Anton S. (2024) Leveraging Information Visualization, Pattern Identification, and Anomaly Detection in Support of Tactical Analysis of Healthcare Contracts.
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| Abstract: | Hospital operations are becoming more expensive due to increased demand, newer technology, and complex contract resource planning. This Study examines the effectiveness of information visualization technologies, particularly dashboards, in identifying trends and anomalies in service utilization. The project intends to empower hospital finance officials by addressing the difficulties associated with sophisticated ordering procedures and specialized demand forecasts. Through improving comprehension of the dynamics of service demand and aiding in the identification of anomalies, the suggested information visualization tool aims to support proactive and economical hospital administration. The information visualization tool was evaluated via the Communicability Evaluation Method, which showcased improvement in the performance of people with no prior experience in data analysis, resulting in positive feedback from participants in terms of perceived usefulness. |
| Item Type: | Essay (Bachelor) |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 54 computer science |
| Programme: | Business & IT BSc (56066) |
| Link to this item: | https://purl.utwente.nl/essays/98206 |
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