A framework for the automatic description of healthcare processes in natural language: Application in an aortic stenosis integrated care process

•Healthcare processes are highly dynamic, complex, ad-hoc and multi-disciplinary.•Analysis results of health processes are complex to understand for health experts.•New ways of conveying process mining analysis results are needed.•Natural Language Descriptions help on understanding process analysis.•Clear preference of textual vs visual representations of data is shown.