Literature DB >> 24377692

Monitoring care processes in the gynecologic oncology department.

Filip Caron1, Jan Vanthienen2, Kris Vanhaecht3, Erik Van Limbergen4, Jochen De Weerdt5, Bart Baesens6.   

Abstract

The care processes of healthcare providers are typically considered as human-centric, flexible, evolving, complex and multi-disciplinary. Consequently, acquiring an insight in the dynamics of these care processes can be an arduous task. A novel event log based approach for extracting valuable medical and organizational information on past executions of the care processes is presented in this study. Care processes are analyzed with the help of a preferential set of process mining techniques in order to discover recurring patterns, analyze and characterize process variants and identify adverse medical events.
© 2013 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Care processes; Clinical pathways; Health information systems; Healthcare quality; Medical informatics; Process mining

Mesh：

Year:  2013        PMID： 24377692     DOI： 10.1016/j.compbiomed.2013.10.015

Source DB:  PubMed          Journal:  Comput Biol Med        ISSN： 0010-4825            Impact factor:   4.589


  7 in total

1.  Health Information Technology Coordination to Support Patient-centered Care Coordination.

Authors:  O Steichen; W Gregg
Journal:  Yearb Med Inform       Date:  2015-08-13

2.  Process Mining for Trauma Resuscitation.

Authors:  Sen Yang; Jingyuan Li; Xiaoyi Tang; Shuhong Chen; Ivan Marsic; Randall S Burd
Journal:  IEEE Intell Inform Bull       Date:  2017-08

3.  An approach to automatic process deviation detection in a time-critical clinical process.

Authors:  Sen Yang; Aleksandra Sarcevic; Richard A Farneth; Shuhong Chen; Omar Z Ahmed; Ivan Marsic; Randall S Burd
Journal:  J Biomed Inform       Date:  2018-07-31       Impact factor: 6.317

4.  Can process mining automatically describe care pathways of patients with long-term conditions in UK primary care? A study protocol.

Authors:  Ian Litchfield; Ciaron Hoye; David Shukla; Ruth Backman; Alice Turner; Mark Lee; Phil Weber
Journal:  BMJ Open       Date:  2018-12-04       Impact factor: 2.692

Review 5.  Opportunities to use electronic health record audit logs to improve cancer care.

Authors:  Yash S Huilgol; Julia Adler-Milstein; Susan L Ivey; Julian C Hong
Journal:  Cancer Med       Date:  2022-03-29       Impact factor: 4.711

6.  Process Mining Methodology for Health Process Tracking Using Real-Time Indoor Location Systems.

Authors:  Carlos Fernandez-Llatas; Aroa Lizondo; Eduardo Monton; Jose-Miguel Benedi; Vicente Traver
Journal:  Sensors (Basel)       Date:  2015-11-30       Impact factor: 3.576

7.  Multidisciplinary Collaboration in the Treatment of Patients With Type 2 Diabetes in Primary Care: Analysis Using Process Mining.

Authors:  Tania Conca; Cecilia Saint-Pierre; Valeria Herskovic; Marcos Sepúlveda; Daniel Capurro; Florencia Prieto; Carlos Fernandez-Llatas
Journal:  J Med Internet Res       Date:  2018-04-10       Impact factor: 5.428
  7 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.