Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison.

•We provide a multi-level medical process trace abstraction mechanism.•Multi-level semantic abstraction manages delays and interleaved actions.•We extend a similarity metric to compare abstracted traces.•We provide abstracted traces as an input to semantic process discovery.•In experiments abstraction hides irrelevant details while maintaining key behavior.