TU/e - Process Mining in Healthcare
- Offered byFutureLearn
Process Mining in Healthcare at FutureLearn Overview
Duration | 4 weeks |
Total fee | ₹3,275 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Process Mining in Healthcare at FutureLearn Highlights
- Duration 4 weeks
- Weekly study 4 hours
- 100% online Try this course for free
Process Mining in Healthcare at FutureLearn Course details
- Within healthcare there are thousands of complex and variable processes that generate data including treatment of patients, lab results and internal logistic processes. Analysing this data is vital for improving these processes and ending bottlenecks.
- On this course you will explore how process mining can help turn this data into valuable insights by looking at different areas of process mining and seeing how it has been applied. You will even get the chance to apply process mining on real life healthcare data.
Process Mining in Healthcare at FutureLearn Curriculum
Introduction to process mining in healthcare
Introduction
The healthcare environment
Process mining overview
Case study: ER
Closing
Getting and converting event data
Process mining in healthcare
Event data extraction
Event data conversion
Case study ER departement
Closing
Using event data: inspection, discovery and conformance checking
Event data exploration
Event log filtering
Process discovery
Conformance checking
Case study: Careflow mining of a breastcancer treatment process
Closing
Performance analysis, process improvement and challenges for process mining
Performance analysis
Social network analysis
Beyond process mining
Case study: Central Venous Catheter training
Case study: Real-time indoor location systems
Course project and closing
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