On accurate, automated and insightful deviation analysis of clinical protocols

• Published in: 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) pp. 1130 - 1134
• Main Authors: Yan, Hui, Lu, Xudong, Van Gorp, Pieter, Heines, SJH Serge Jan Hubert, Nan, Shan, van Mook, Walther, Bergmans, Dennis, Kaymak, Uzay, Duan, Huilong
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2018
• Subjects: Aspirin; Clinical protocol; deviation; Electrocardiography; Guidelines; mining; pathway; Protocols; redesign; Task analysis; Ventilation

Clinical guidelines, pathways and protocols are introduced to standardize and provide best-practice care. Analyzing deviations of actual care against the documented best practices is useful to find opportunities for complying better in the future. Prior work demonstrates that deviation analyses shou...