[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/3463677.3463742acmotherconferencesArticle/Chapter ViewAbstractPublication Pagesdg-oConference Proceedingsconference-collections
research-article
Public Access

A Service-oriented Framework for Developing Personalized Patient Care Plans for COVID-19

Published: 09 June 2021 Publication History

Abstract

The COVID-19 pandemic has identified weaknesses and stresses in the existing healthcare and governance system, even in the most developed countries. Given the scale and scope of the pandemic, existing healthcare systems are heavily resource constrained, and home-based isolation has been considered as a potential first step for reducing both the disease spread and the stress on the healthcare system. However, the needs and requirements of home-based isolation are extremely unique for each patient, depending on their medical condition and comorbidities, family responsibilities, and environmental constraints. Therefore, it is necessary to develop personalized patient care plans to ensure that the needs of each patient are appropriately met. In this paper we propose a service oriented framework that allows dynamic composition and management of such plans assuming existence of an appropriate knowledge base and availability of web-services interfaces of the underlying systems of caregivers and service providers. We develop a prototype implementation to show the feasibility of the proposed framework and discuss the challenges/issues in deploying such a system in practice.

References

[1]
Syed SR Abidi and Helen Chen. 2006. Adaptable personalized care planning via a semantic web framework. In 20th International Congress of the European Federation for Medical Informatics (MIE 2006), Maastricht. Citeseer.
[2]
Nabil Adam, Jayan Eledath, Sharad Mehrotra, and Nalini Venkatasubramanian. 2012. Social media alert and response to threats to citizens (SMART-C). In Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2012 8th International Conference on. IEEE, 181–189.
[3]
Ayesha Afzal, Basit Shafiq, Shafay Shamail, Abeer Elahraf, Jaideep Vaidya, and Nabil Adam. 2018. ASSEMBLE: Attribute, Structure and Semantics based Service Mapping Approach for Collaborative Business Process Development. IEEE Transactions on Services Computing PP, 99 (2018), 1–1. https://doi.org/10.1109/TSC.2018.2805346
[4]
Ahmed Akhtar, Basit Shafiq, Jaideep Vaidya, Ayesha Afzal, Shafay Shamail, and Omer Rana. 2020. Blockchain Based Auditable Access Control for Distributed Business Processes. In Proceedings of the 40th IEEE International Conference on Distributed Computing Systems.
[5]
Nour Assy, Nguyen Ngoc Chan, and Walid Gaaloul. 2015. An Automated Approach for Assisting the Design of Configurable Process Models. Services Computing, IEEE Transactions on 8, 6 (2015), 874–888.
[6]
Antonio Bucchiarone, Martina De Sanctis, Annapaola Marconi, Marco Pistore, and Paolo Traverso. 2016. Incremental composition for adaptive by-design service based systems. In Web Services (ICWS), 2016 IEEE International Conference on. IEEE, 236–243.
[7]
Antonio Bucchiarone, Annapaola Marconi, Marco Pistore, and Heorhi Raik. 2017. A context-aware framework for dynamic composition of process fragments in the Internet of services. Journal of Internet Services and Applications 8, 1(2017), 6.
[8]
Antonio Bucchiarone, Marco Pistore, Heorhi Raik, and Raman Kazhamiakin. 2011. Adaptation of service-based business processes by context-aware replanning. In Service-Oriented Computing and Applications (SOCA), 2011 IEEE International Conference on. IEEE, 1–8.
[9]
Jeremy J Carroll, Ian Dickinson, Chris Dollin, Dave Reynolds, Andy Seaborne, and Kevin Wilkinson. 2004. Jena: implementing the semantic web recommendations. In Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters. ACM, 74–83.
[10]
Christian Castaneda, Kip Nalley, Ciaran Mannion, Pritish Bhattacharyya, Patrick Blake, Andrew Pecora, Andre Goy, and K Stephen Suh. 2015. Clinical decision support systems for improving diagnostic accuracy and achieving precision medicine. Journal of clinical bioinformatics 5, 1 (2015), 1–16.
[11]
Saptarshi Das, Shamik Sural, Jaideep Vaidya, and Vijayalakshmi Atluri. 2017. Policy adaptation in attribute-based access control for inter-organizational collaboration. In 2017 IEEE 3rd International Conference on Collaboration and Internet Computing (CIC). IEEE, 136–145.
[12]
Borame L Dickens, Joel R Koo, Annelies Wilder-Smith, and Alex R Cook. 2020. Institutional, not home-based, isolation could contain the COVID-19 outbreak. The Lancet 395, 10236 (2020), 1541–1542.
[13]
Pavithra I Dissanayake, Tiago K Colicchio, and James J Cimino. 2020. Using clinical reasoning ontologies to make smarter clinical decision support systems: a systematic review and data synthesis. Journal of the American Medical Informatics Association 27, 1(2020), 159–174.
[14]
Sebastian Döweling, Florian Probst, Thomas Ziegert, and Knut Manske. 2009. SoKNOS: An Interactive Visual Emergency Management Framework. In GeoSpatial Visual Analytics. Springer, 251–262.
[15]
Cynthia Dwork, Aaron Roth, 2014. The algorithmic foundations of differential privacy.Foundations and Trends in Theoretical Computer Science 9, 3-4(2014), 211–407.
[16]
Abeer Elahraf, Ayesha Afzal, Ahmed Akhtar, Basit Shafiq, Jaideep Vaidya, Shafay Shamail, and Nabil R Adam. 2020. A Framework for Dynamic Composition and Management of Emergency Response Processes. IEEE Transactions on Services Computing(2020), 1–1. https://doi.org/10.1109/TSC.2020.3030211
[17]
FEMA. 2016. Incident Resource Inventory System. https://nimstools.preptoolkit.org/. Accessed: 2018-04-04.
[18]
Center for Disease Control and Prevention. 2021. Steps to Care: Care Plans. https://www.cdc.gov/hiv/effective-interventions/treat/steps-to-care/dashboard/care-plans.html(accessed Jan. 15, 2021).
[19]
Russell E Glasgow, Amy G Huebschmann, Alex H Krist, and Frank V Degruy. 2019. An adaptive, contextual, technology-aided support (ACTS) system for chronic illness self-management. The Milbank Quarterly 97, 3 (2019), 669–691.
[20]
Lejla Gurbeta, Almir Badnjevic, Mirjana Maksimovic, Enisa Omanovic-Miklicanin, and Ervin Sejdic. 2018. A telehealth system for automated diagnosis of asthma and chronical obstructive pulmonary disease. Journal of the American Medical Informatics Association 25, 9(2018), 1213–1217.
[21]
Ourania Hatzi, Dimitris Vrakas, Mara Nikolaidou, Nick Bassiliades, Dimosthenis Anagnostopoulos, and Ioannis Vlahavas. 2011. An integrated approach to automated semantic web service composition through planning. IEEE Transactions on Services Computing 5, 3 (2011), 319–332.
[22]
Zhen Hong, Nian Li, Dajiang Li, Junhua Li, Bing Li, Weixi Xiong, Lu Lu, Weimin Li, and Dong Zhou. 2020. Telemedicine during the COVID-19 pandemic: experiences from Western China. Journal of medical Internet research 22, 5 (2020), e19577.
[23]
Sadhana Jha, Shamik Sural, Vijayalakshmi Atluri, and Jaideep Vaidya. 2016. An Administrative Model for Collaborative Management of ABAC Systems and Its Security Analysis. In 2nd IEEE International Conference on Collaboration and Internet Computing, CIC 2016, Pittsburgh, PA, USA, November 1-3, 2016. IEEE Computer Society, 64–73. https://doi.org/10.1109/CIC.2016.022
[24]
Angel Lagares Lemos, Florian Daniel, and Boualem Benatallah. 2016. Web service composition: A survey of techniques and tools. ACM Computing Surveys (CSUR) 48, 3 (2016), 33.
[25]
Na Liu, Robin Huang, Tanya Baldacchino, Archana Sud, Kamal Sud, Mohamed Khadra, and Jinman Kim. 2020. Telehealth for Noncritical Patients With Chronic Diseases During the COVID-19 Pandemic. Journal of Medical Internet Research 22, 8 (2020), e19493.
[26]
Chandini Raina MacIntyre. 2020. Case isolation, contact tracing, and physical distancing are pillars of COVID-19 pandemic control, not optional choices. The Lancet Infectious Diseases 20, 10 (2020), 1105–1106.
[27]
Andrea Marrella, Massimo Mecella, and Sebastian Sardina. 2017. Intelligent process adaptation in the SmartPM system. ACM Transactions on Intelligent Systems and Technology (TIST) 8, 2(2017), 25.
[28]
James W Morentz. 2008. Unified incident command and decision support (UICDS): a Department of Homeland Security initiative in information sharing. In Technologies for Homeland Security, 2008 IEEE Conference on. IEEE, 321–326.
[29]
Sara Rizvi Jafree, Syed Asghar Naqi, 2020. Significant other family members and their experiences of COVID-19 in Pakistan: A qualitative study with implications for social policy.Stigma and Health 5, 4 (2020), 380.
[30]
Basit Shafiq, Soon Ae Chun, Vijay Atluri, Jaideep Vaidya, and Ghulam Nabi. 2012. Resource sharing using UICDS framework for incident management. Transforming Government: People, Process and Policy 6, 1 (2012), 41–61.
[31]
Basit Shafiq, James BD Joshi, Elisa Bertino, and Arif Ghafoor. 2005. Secure interoperation in a multidomain environment employing RBAC policies. IEEE transactions on knowledge and data engineering 17, 11(2005), 1557–1577.
[32]
Ying Shen, Kaiqi Yuan, Daoyuan Chen, Joël Colloc, Min Yang, Yaliang Li, and Kai Lei. 2018. An ontology-driven clinical decision support system (IDDAP) for infectious disease diagnosis and antibiotic prescription. Artificial intelligence in medicine 86 (2018), 20–32.
[33]
Louise E Smith, R Amlot, Helen Lambert, Isabel Oliver, Charlotte Robin, Lucy Yardley, and G James Rubin. 2020. Factors associated with adherence to self-isolation and lockdown measures in the UK: a cross-sectional survey. Public Health 187(2020), 41–52.

Cited By

View all
  • (2022)Health Recommender Systems Development, Usage, and Evaluation from 2010 to 2022: A Scoping ReviewInternational Journal of Environmental Research and Public Health10.3390/ijerph19221511519:22(15115)Online publication date: 16-Nov-2022
  • (2021)Applications of Technological Solutions in Primary Ways of Preventing Transmission of Respiratory Infectious Diseases—A Systematic Literature ReviewInternational Journal of Environmental Research and Public Health10.3390/ijerph18201076518:20(10765)Online publication date: 14-Oct-2021

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Other conferences
dg.o '21: Proceedings of the 22nd Annual International Conference on Digital Government Research
June 2021
600 pages
ISBN:9781450384926
DOI:10.1145/3463677
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 09 June 2021

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. Interoperability
  2. Knowledge-centric workflows
  3. Personalized patient care plans
  4. Web services

Qualifiers

  • Research-article
  • Research
  • Refereed limited

Funding Sources

Conference

DG.O'21

Acceptance Rates

Overall Acceptance Rate 150 of 271 submissions, 55%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)217
  • Downloads (Last 6 weeks)19
Reflects downloads up to 11 Jan 2025

Other Metrics

Citations

Cited By

View all
  • (2022)Health Recommender Systems Development, Usage, and Evaluation from 2010 to 2022: A Scoping ReviewInternational Journal of Environmental Research and Public Health10.3390/ijerph19221511519:22(15115)Online publication date: 16-Nov-2022
  • (2021)Applications of Technological Solutions in Primary Ways of Preventing Transmission of Respiratory Infectious Diseases—A Systematic Literature ReviewInternational Journal of Environmental Research and Public Health10.3390/ijerph18201076518:20(10765)Online publication date: 14-Oct-2021

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

HTML Format

View this article in HTML Format.

HTML Format

Login options

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media