Designing and Managing Advanced, Intelligent and Ethical Health and Social Care Ecosystems

. 2023 Jul 30 ; 13 (8) : . [epub] 20230730

Status PubMed-not-MEDLINE Jazyk angličtina Země Švýcarsko Médium electronic

Typ dokumentu časopisecké články

Perzistentní odkaz   https://www.medvik.cz/link/pmid37623460

The ongoing transformation of health systems around the world aims at personalized, preventive, predictive, participative precision medicine, supported by technology. It considers individual health status, conditions, and genetic and genomic dispositions in personal, social, occupational, environmental and behavioral contexts. In this way, it transforms health and social care from art to science by fully understanding the pathology of diseases and turning health and social care from reactive to proactive. The challenge is the understanding and the formal as well as consistent representation of the world of sciences and practices, i.e., of multidisciplinary and dynamic systems in variable context. This enables mapping between the different disciplines, methodologies, perspectives, intentions, languages, etc., as philosophy or cognitive sciences do. The approach requires the deployment of advanced technologies including autonomous systems and artificial intelligence. This poses important ethical and governance challenges. This paper describes the aforementioned transformation of health and social care ecosystems as well as the related challenges and solutions, resulting in a sophisticated, formal reference architecture. This reference architecture provides a system-theoretical, architecture-centric, ontology-based, policy-driven model and framework for designing and managing intelligent and ethical ecosystems in general and health ecosystems in particular.

Zobrazit více v PubMed

Blobel B., Ruotsalainen P., Brochhausen M. Autonomous systems and artificial intelligence—Hype or prerequisite for P5 medicine? Stud. Health Technol. Inf. 2021;285:3–14. PubMed

Zarif A. The ethical challenges facing the widespread adoption of digital healthcare technology. Health Technol. 2022;12:175–179. doi: 10.1007/s12553-021-00596-w. PubMed DOI PMC

Byju’s Structure, Functions, Units and Types of Ecosystem. [(accessed on 18 June 2023)]. Available online: https://byjus.com/biology.

Blobel B., Ruotsalainen P. Healthcare Transformation Towards Personalized Medicine—Chances and Challenges. Stud. Health Technol. Inf. 2019;261:3–21. PubMed

Blobel B., Ruotsalainen P., Giacomini M. Standards and Principles to Enable Interoperability and Integration of 5P Medicine Ecosystems. Stud. Health Technol. Inf. 2022;299:3–19. PubMed

Blobel B., Ruotsalainen P., Lopez D.M., Oemig F. Requirements and Solutions for Personalized Health Systems. Stud. Health Technol. Inf. 2017;237:3–21. PubMed

Blobel B., Ruotsalainen P., Oemig F. Why Interoperability at Data Level Is Not Sufficient for Enabling pHealth? Stud. Health Technol. Inform. 2020;273:3–19. PubMed

Forrester Dictionary. [(accessed on 18 June 2023)]. Available online: https://www.forrester.com/staticassets/glossary.

Barrett J. Digital Business or Automation—Is There a Difference? Gartner Blog, 30 July 2015. [(accessed on 18 June 2023)]. Available online: https://blogs.gartner.com/jane-barrett/2015/07/30/digitization-automation-difference/

Kamareddine F., Laan T., Nederpelt R. A Modern Perspective on Type Theory. Kluwer Academic Publishers; New York, NY, USA: 2004.

Blobel B. Architectural approach to eHealth for enabling paradigm changes in health. Methods Inf. Med. 2010;49:123–134. doi: 10.3414/ME9308. PubMed DOI

Blobel B., Oemig F., Ruotsalainen P., Lopez D.M. Transformation of Health and Social Care Systems—An Interdisciplinary Approach toward a Foundational Architecture. Front. Med. 2022;9:802487. doi: 10.3389/fmed.2022.802487. PubMed DOI PMC

Blobel B. Challenges and Solutions for Designing and Managing pHealth Ecosystems. Front. Med. 2019;6:83. doi: 10.3389/fmed.2019.00083. PubMed DOI PMC

Alter S. Information Systems—A Management Perspective. Addison-Wesley; Boston, MA, USA: 1992.

[(accessed on 18 June 2023)]. Available online: https://www.merriam-webster.com/dictionary/knowledge#:~:text=Definitionofknowledge.

Davenport T.H., De Long D.W., Beers M.C. Sloan Management Review. Volume 39. ABI/INFORM Global; San Marcos, CA, USA: 1998. Successful Knowledge Management Projects; pp. 43–57.

Aamodt A., Nygard M. Different roles and mutual dependencies of data, information and knowledge. Data Knowl. Eng. 1995;16:191–222. doi: 10.1016/0169-023X(95)00017-M. DOI

Krogstie J. Perspectives in Business Informatics Research: 10th International Conference, BIR 2011, Riga, Latvia, 6–8 October 2011; Proceedings 10. Volume 90. Springer; Berlin/Heidelberg, Germany: 2011. Business Information Systems Utilizing the Future Internet; pp. 1–18.

Doerner H. Knowledge Representation. In: Grabowski J., Jantke K.P., Thiele H., editors. Ideas–Aspects–Formalisms. Akademie; Berlin, Germany: 1989. Foundations of Artificial Intelligence.

Nonaka I., Takeuchi H. The Knowledge Creating Company. Oxford University Press; Oxford, UK: 1995.

Chomsky N. Chomsky Hierarchy. [(accessed on 18 June 2023)]. Available online: https://en.wikipedia.org/wiki/Chomsky_hierarchy.

Blobel B. Knowledge Representation and Management Enabling Intelligent Interoperability—Principles and Standards. Stud Health Technol. Inf. 2013;186:3–21. PubMed

Oemig F., Blobel B. Natural Language Processing Supporting Interoperability in Healthcare. In: Biemann C., Mehler A., editors. Text Mining—From Ontology Learning to Automated Text Processing Applications. Springer GmbH; Berlin/Heidelberg, Germany: 2014. pp. 137–156. (Series Theory and Applications of Natural Language Processing).

Rebstock M., Fengel J., Paulheim H. Ontologies-Based Business Integration. Springer; Berlin/Heidelberg, Germany: 2008.

Information Technology—Reference Model—Open Distributed Processing. International Organization for Standardization (ISO); Geneva, Switzerland: 1996.

Health Informatics—Interoperability Reference Architecture. International Organization for Standardization (ISO); Geneva, Switzerland: 2021.

Denecke K., Baudoin C.R. A Review of Artificial Intelligence and Robotics in Transformed Health Ecosystems. Front. Med. 2022;9:795957. doi: 10.3389/fmed.2022.795957. PubMed DOI PMC

Blobel B., Rubin K. Defining a Reference Architecture for Transformed Health Ecosystems. Stud. Health Technol. Inf. 2021;281:143–147. PubMed

Gilman S.C. Ethics Codes and Codes of Conduct as Tools for Promoting an Ethical and Professional Public Service: Comparative Successes and Lessons. World Bank; Washington, DC, USA: 2005.

UNECSO . UNESCO Ethics of Artificial Intelligence. UNESCO; Paris, France: 2022.

Baker P. Status of Ethical Standards in Emerging Tech. InformationWeek, 24 January 2023. [(accessed on 18 June 2023)]. Available online: https://www.informationweek.com/big-data/status-of-ethical-standards-in-emerging-tech.

Adegunwa A. The AI Principles to Put in Practice. AI Time Journal, 1 June 2023. [(accessed on 18 June 2023)]. Available online: https://www.aitimejournal.com/the-ai-principles-to-put-in-practice/44624/

Future of Life Institute Asilomar AI Principles. [(accessed on 18 June 2023)]. Available online: https://futureoflife.org/ai-principles/

[(accessed on 18 June 2023)]; Available online: https://lawrence.house.gov/media-center/press-releases/brenda-lawrence-and-ro-khanna-introduce-resolution-calling-ethical.

Robots and Robotic Devices. Guide to the Ethical Design and Application of Robots and Robotic Systems. British Standards Institute (BSI); London, UK: 2016.

Japan Science and Technology Agency. National Institute of Advanced Industrial Science and Technology. Council on Competitiveness-Nippon 25 July 2017. [(accessed on 18 June 2023)]. Available online: https://www.soumu.go.jp/main_content/000507517.pdf.

IEEE Standard Model Process for Addressing Ethical Concerns during System Design. IEEE; Piscataway, NJ, USA: 2021.

The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems-faq-11. 22. :2020.

IEEE 2933 Standard for Clinical Internet of Things (IoT) Data and Device Interoperability with TIPPSS—Trust, Identity, Privacy, Protection, Safety, Security (Running Project) [(accessed on 18 June 2023)]. Available online: https://standards.ieee.org/ieee/2933/7592/

IEEE 7012 Standard for Machine Readable Personal Privacy Terms (Running pProject) [(accessed on 18 June 2023)]. Available online: https://standards.ieee.org/ieee/7012/7192/

IEEE Ontological Standard for Ethically Driven Robotics and Automation Systems. IEEE; Piscataway, NJ, USA: 2021.

Blobel B., Ruotsalainen P., Brochhausen M., Oemig F., Uribe G.A. Autonomous Systems and Artificial Intelligence in Healthcare Transformation to 5P Medicine—Ethical Challenges. Stud. Health Technol. Inf. 2020;270:1089–1093. PubMed

Google Artificial Intelligence at Google: Our Principles. [(accessed on 18 June 2023)]. Available online: https://ai.google/principles/

Dille G. White House Announces New Responsible AI Efforts. MeriTalk, 23 May 2023. [(accessed on 18 June 2023)]. Available online: https://www.meritalk.com/articles/white-house-announces-new-responsible-ai-efforts/

Wicklund E. Coalition Unveils Guidelines for Responsible AI Use in Healthcare. HealthLeaders, 6 April 2023. [(accessed on 18 June 2023)]. Available online: https://www.healthleadersmedia.com.

du Vignaux M.M. Responsible and Explainable AI along the ML Pipeline with Dataiku. Dataiku Blog, 7 June 2021. [(accessed on 18 June 2023)]. Available online: https://blog.dataiku.com.

Holzer N. Emotion AI: Multimodale Emotionsanalyse. Fraunhofer IIS; Erlangen, Germany: 2023. [(accessed on 18 June 2023)]. Available online: https://www.iis.fraunhofer.de.

Kambur E. Florya Chronicles of Political Economy. Istanbul Aydin University; İstanbul, Türkiye: 2021. Emotional Intelligence or Artificial Intelligence: Emotional Artificial Intelligence; pp. 147–168.

Cole B. Emotional intelligence (EI). TechTarget, January 2023. [(accessed on 18 June 2023)]. Available online: https://www.techtarget.com.

Ruotsalainen P., Blobel B. Digital pHealth—Problems and Solutions for Ethics, Trust and Privacy. Stud. Health Technol. Inf. 2019;261:31–46. PubMed

Ruotsalainen P., Blobel B. Health Information Systems in the Digital Health Ecosystem—Problems and Solutions for Ethics, Trust and Privacy. Int. J. Environ. Res. Public Health. 2020;17:3006. doi: 10.3390/ijerph17093006. PubMed DOI PMC

Ruotsalainen P., Blobel B. Transformed Health Ecosystems—Challenges for Security, Privacy, and Trust. Front. Med. 2022;9:827253. doi: 10.3389/fmed.2022.827253. PubMed DOI PMC

Ruotsalainen P.S., Blobel B., Seppälä A., Nykänen P. Trust Information-Based Privacy Architecture for Ubiquitous Health. [(accessed on 18 June 2023)];JMIR Mhealth Uhealth. 2013 1:e23. doi: 10.2196/mhealth.2731. Available online: http://mhealth.jmir.org/2013/2/e23/ PubMed DOI PMC

Ruotsalainen P., Blobel B. Privacy and Trust in pHealth—Past, Present and Future. Stud. Health Technol. Inf. 2022;299:104–117. PubMed

Health Informatics—Privilege Management and Access Control. International Organization for Standardization (ISO); Geneva, Switzerland: 2014.

Cabral L., Norton B., Domingue J. The business process modelling ontology; Proceedings of the 4th International Workshop on Semantic Business Process Management (SBPM 2009), Workshop at ESWC 2009; Crete, Greece. 1 June 2009.

Adamo G., Borgo S., Di Francescomarino C., Ghidini C., Guarino N., Sanfilippo E.M. ODD-BP—An Ontology- and Data-Driven Business Process; Proceedings of the Conference “Lernen, Wissen, Daten, Analysen” (LWDA 2019); Berlin, Germany. 30 September–2 October 2019; p. 43.

van Engers T., Boer A., Breuker J., Valente A., Winkels R. Digital Government. Springer; Berlin/Heidelberg, Germany: 2008. Ontologies in the Legal Domain; pp. 233–261.

Tsoumas B., Gritzalis D. Towards an Ontology-based Security Management; Proceedings of the 20th International Conference on Advanced Information Networking and Applications—Volume 1 (AINA’06); Vienna, Austria. 18–20 April 2006.

Souag A., Salinesi C., Mazo R., Comyn-Wattiau I. A Security Ontology for Security Requirements Elicitation. In: Piessens F., Caballero J., Bielova N., editors. Engineering Secure Software and Systems—ESSoS 2015. Springer; Cham, Switzerland: 2015. p. 8978. Lecture Notes in Computer, Science. DOI

Palmirani M., Martoni M., Rossi A., Bartolini C., Robaldo L. PrOnto: Privacy Ontology for Legal Reasoning. In: Kő A., Francesconi E., editors. Electronic Government and the Information Systems Perspective—EGOVIS 2018. Springer; Cham, Switzerland: 2018. p. 11032. Lecture Notes in Computer Science. DOI

Prestes E., Houghtaling M.A., Goncalves P.S.J., Fabiano N., Ulgen O., Fiorini S.R., Murahwi Z., Olszewska J.I., Haidegger T. The First Global Ontological Standard for Ethically Driven Robotics and Automation Systems. IEEE Robot. Autom. Mag. 2021;28:120–124. doi: 10.1109/MRA.2021.3117414. DOI

Information Technology—Common Logic (cl)—A Framework for a Family of Logic-Based Languages. International Organization for Standardization (ISO); Geneva, Switzerland: 2018.

Niles I., Pease A. Towards a standard upper ontology; Proceedings of the FOIS ‘01: Proceedings of the International Conference on Formal Ontology in Information Systems; Ogunquit, ME, USA. 17–19 October 2001; Maharashtra, India: ACM Press; 2001. pp. 2–9.

Guizzardi G., Benevides A.B., Fonseca C.M., Porello D., Almeida J.P.A.T.P., Sales T.P. UFO: Unified foundational ontology. Appl. Ontol. 2022;17:167–210. doi: 10.3233/AO-210256. DOI

Information Technology–Top-Level Ontologies (TLO) International Organization for Standardization (ISO); Geneva, Switzerland: 2021.

Pereira L.M., Saptawijaya A. Modelling Morality with Prospective Logic. In: Neves J., Santos M.F., Machado J.M., editors. Progress in Artificial Intelligence. Volume 4874. Springer; Berlin/Heidelberg, Germany: 2007. pp. 99–111. EPIA, 2007; Lecture Notes in Computer, Science. DOI

Health Level Seven International. HL7 Privacy and Security Logical Data Model, Release 1. Ann Arbor. [(accessed on 18 June 2023)]. Available online: https://file://C:/Users/MDPI/Downloads/V3%20Privacy%20and%20Security%20Logical%20Data%20Model.pdf.

Blobel B., Ruotsalainen P., Oemig F., Giacomini M., Sottile P.A., Endsleff F. Standards and Principles for Designing and Managing Integrable and Interoperable 5P Medicine Ecosystems. [(accessed on 18 June 2023)];J. Pers. Med. 2023 13 submitted . Available online: https://www.mdpi.com/journal/jpm/special_issues/36WBUZ3TG0. PubMed PMC

Watters A. 5 Ethical Issues in Technology to Watch for in 2021. CompTIA, 1 July 2021. [(accessed on 18 June 2023)]. Available online: https://connect.comptia.org/blog/ethical-issues-in-technology.

Najít záznam

Citační ukazatele

Nahrávání dat ...

Možnosti archivace

Nahrávání dat ...