Developing data-driven clinical pathways using electronic health records: The cases of total laparoscopic hysterectomy and rotator cuff tears

•A matching rate-based CP mining algorithm derives the optimal set of clinical orders.•Two different data-driven clinical pathways were produced.•Differences in clinical orders between the data-driven and knowledge-based models.•Data-driven clinical pathways outperformed the models by clinical experts.