Engineering a state monitoring service for real-time patient flow management

Addressing wait times is a challenge for the healthcare system. It is difficult for hospitals to measure precisely wait times and root causes. To do so they need to process events from disparate sources in real-time to measure fine grained care states of the patients, providers, beds and other resources related to care processes. In this paper, we present a state monitoring service for patient flow management that has been prototyped with a Toronto area hospital to integrate events from RFID tracking, business process management (BPM) applications and legacy systems. The results show that BPM and RFID provide events in real-time, but on their own could not fully define all states in the care process. Our state monitoring service integrates BPM and RFID and infers new events that define all the states not handled by BPM and RFID.

[1]  Rajiv Khosla,et al.  RFID-based Hospital Real-time Patient Management System , 2007, 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007).

[2]  Mathias Weske,et al.  Business Process Management: Concepts, Languages, Architectures , 2007 .

[3]  David Luckham,et al.  The power of events - an introduction to complex event processing in distributed enterprise systems , 2002, RuleML.

[4]  Mathias Weske,et al.  Business Process Management: A Survey , 2003, Business Process Management.

[5]  Alireza Pourshahid,et al.  Business process management with the user requirements notation , 2009, Electron. Commer. Res..

[6]  Fusheng Wang,et al.  Bridging Physical and Virtual Worlds: Complex Event Processing for RFID Data Streams , 2006, EDBT.

[7]  B. Azvine,et al.  Intelligent Business Analytics — A Tool to Build Decision-Support Systems for eBusinesses , 2003 .

[8]  Eng Wah Lee,et al.  A business process management approach for RFID enabled supply chain management , 2010, 2010 IEEE 15th Conference on Emerging Technologies & Factory Automation (ETFA 2010).

[9]  Inmaculada Medina-Bulo,et al.  An Approach of Early Disease Detection using CEP and SOA , 2011 .

[10]  Shin-Dug Kim,et al.  An Efficient Method to Create Business Level Events Using Complex Event Processing Based on RFID Standards , 2007, SEUS.

[11]  Rainer von Ammon Event-Driven Business Process Management , 2009, Encyclopedia of Database Systems.

[12]  Chetan Gupta,et al.  Realtime healthcare services via nested complex event processing technology , 2012, EDBT '12.

[13]  Herwig Unger,et al.  RFID composite event definition and detection , 2008, 2008 IEEE International Conference on Information Reuse and Integration.

[14]  W. Yao,et al.  LEVERAGING COMPLEX EVENT PROCESSING FOR RFID APPLICATIONS : A CASE STUDY IN HOSPITALS , 2008 .

[15]  Yanlei Diao,et al.  High-performance complex event processing over streams , 2006, SIGMOD Conference.

[16]  Maged N Kamel Boulos,et al.  Real-time locating systems (RTLS) in healthcare: a condensed primer. , 2012, International journal of health geographics.

[17]  D. Chambers,et al.  Key performance indicators. , 2019, Journal of the American Dental Association.

[18]  Liam Peyton,et al.  Leveraging performance analytics to improve integration of care , 2011, SEHC '11.

[19]  Yushun Fan,et al.  Architecture, implementation and application of complex event processing in enterprise information systems based on RFID , 2008, Inf. Syst. Frontiers.

[20]  Liam Peyton,et al.  Event-Driven Data Integration for Personal Health Monitoring , 2009 .

[21]  Liam Peyton,et al.  Architecture of an Event Processing Application for Monitoring Cardiac Patient Wait Times , 2012, Int. J. Inf. Technol. Web Eng..

[22]  Kwan Hee Han,et al.  A Business Activity Monitoring System Supporting Real-Time Business Performance Management , 2008, 2008 Third International Conference on Convergence and Hybrid Information Technology.

[23]  Olga Levina,et al.  Realizing Event-Driven SOA , 2009, 2009 Fourth International Conference on Internet and Web Applications and Services.

[24]  Wen Yao,et al.  Leveraging complex event processing for smart hospitals using RFID , 2011, J. Netw. Comput. Appl..

[25]  Manon Ghislaine Guillemette,et al.  Hybrid RFID-GPS Real-Time Location System for Human Resources: Development, Impacts and Perspectives , 2008, Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008).

[26]  Barbara Wixom,et al.  The Current State of Business Intelligence , 2007, Computer.