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This paper is in the following e-collection/theme issue:

Digital Health Reviews (3808) Adoption and Change Management of eHealth Systems (1146) Electronic Health Records (1772) eHealth Infrastructures (508) Artificial Intelligence (4933) Security in Digital Health (86) Standards and Interoperability (229) Shared Electronic Health Records and Health Information Systems (116)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/79788, first published .
Hospital building with layered AI components: data, algorithm, application, security & compliance.

Artificial Intelligence Platform Architecture for Hospital Systems: Systematic Review

Artificial Intelligence Platform Architecture for Hospital Systems: Systematic Review

Authors of this article:

Musitapa Maimaitiaili1, 2 Author Orcid Image ;   Yiershatijiang Jiamaliding1, 2 Author Orcid Image ;   Guangle Dai3 Author Orcid Image ;   Hui Xiao3 Author Orcid Image ;   Warisijiang Kuerbanjiang1, 2 Author Orcid Image ;   Yuexiong Yi1 Author Orcid Image
Article Authors Cited by (14) Tweetations Metrics

Journals

  1. Perle J. A Behavioral Health Practitioner’s Primer for the Use of Artificial Intelligence (AI). Journal of Technology in Behavioral Science 2026 View
  2. El Arab R, Mustafa M, Almagharbeh W, Saleem N, Al Abdulmohsen S, Boathab R, Bu Washl M. Beyond Model Development in Healthcare AI: Post-Development Robustness, Post-Deployment Monitoring, and Lifecycle Governance—A Scoping Review of Reviews. Healthcare 2026;14(11):1459 View
  3. Kim M, Chang J. Healthcare AI Governance as a Closed-Loop: A Simulation Based Analysis of Human-Centered Experience Engineering. Systems 2026;14(7):777 View
  4. Kulkarni H. Artificial Intelligence in Public Health: Opportunities, Challenges, and the Path Forward. Journal of GMC Nagpur 2026;2(1):33 View
  5. Paulus M, Torous J, Perlis R, Sarma K, Ajilore O, Khalsa S, Rodriguez C. Responsible and innovative AI for mental health care: five priority themes. NPP—Digital Psychiatry and Neuroscience 2026;4(1) View
  6. Poalelungi D, Neagu A, Fulga A, Patrascanu O, Fulga I. Artificial Intelligence for Diagnostic and Prognostic Support in Breast Cancer: A Literature Overview. Cancers 2026;18(16):2723 View
  7. Ye Z, Chen Y, Huang X, Chen M, Wang W, Zhu H, Han K, Wang J, Lu Q, Zhao Y, Qu Y, Gao G, Jiang Y. A five-phase evaluation framework for diagnostic and predictive medical artificial intelligence. npj Digital Medicine 2026;9(1) View
  8. Kowalska A, Nowak P, Zielinski T, Mazur K. An Autonomous Clinical Workflow Intelligence Architecture for Hospital Decision Ecosystems. Journal of Artificial Intelligence for Healthcare Systems 2026;5(1) View
  9. Clark S, Mathur S, Barrado-Martín Y, El-Sayed A, Zhao Y, Li Y, Khadjesari Z, Stevenson F, Tiwari M, Torii R, Lovat L, Vindrola-Padros C. An umbrella review of facilitators and barriers to the adoption, spread and sustainability of AI solutions within hospital settings. Journal of Health Services Research & Policy 2026 View
  10. Oke F. Operationalizing clinical artificial intelligence through secure FHIR pipelines: a zero-trust cloud reference architecture for EHR interoperability. Frontiers in Digital Health 2026;8 View

Books/Policy Documents

  1. Pamungkas V, Malau D, Pertiwi I, Laksana R, Budiarsa R. The Role of AI Platforms in Driving Clinical Research and Innovation. View
  2. Correia G, Ferraz F, Alves V. Intelligent Systems and Applications. View

Conference Proceedings

  1. Gola S, Dixit V. 2026 11th International Conference on Applying New Technology in Green Buildings (ATiGB). AI-Driven Predictive Optimization of Smart Hospital Building Operations Using Real-Time IoT Data and Digital Twin Technology View
  2. Krey M, Schuppisser S, Filipovic K, Said R, Saban L, Uzdilli M. 2026 IEEE 14th International Conference on Healthcare Informatics (ICHI). Operationalizing Institutional AI Readiness in Hospitals: A Design Science Maturity Model View