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

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Minsu Cho, Kidong Kim, Jungeun Lim, Hyunyoung Baek, Seok Kim, Hee Hwang, Minseok Song, Sooyoung Yoo

Published: 2020, Last Modified: 15 Jan 2026Int. J. Medical Informatics 2020EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•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.