ArticleFrontiers in medicine2022
Transformation of Health and Social Care Systems-An Interdisciplinary Approach Toward a Foundational Architecture.
Article in Frontiers in medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed, 3 syntheses or guidelines pooled it, 40 citations in OpenAlex.
- Pooled it
- Challenges and solutions for transforming health ecosystems in low- and middle-income countries through artificial intelligence.Frontiers in medicine · 2022Pooled it
- Modeling digital health systems to foster interoperability.Frontiers in medicine · 2022Pooled it
- Improving Semantic Interoperability in Health Care Through Translation and Contextualization of International Organization for Standardization 13940 (ContSys) in Estonia: Qualitative Document- and Artifact-Based Study.JMIR formative research · 2026Article
- AI digital-twin ecosystem translating gut-microbiome-neuroimmune signals into precision sleep-mood interventions.Frontiers in psychiatry · 2026Review
- A System Model and Requirements for Transformation to Human-Centric Digital Health.Journal of medical Internet research · 2025Review
- The Representational Challenge of Integration and Interoperability in Transformed Health Ecosystems.Journal of personalized medicine · 2024Article
- Influence of Blood Sampling Service Process Reengineering on Medical Services Supply: Quasi-Experimental Study.Journal of medical Internet research · 2024Article
- Transforming Ontology Web Language Elements into Common Terminology Service 2 Terminology Resources.Journal of personalized medicine · 2024Article
- Principles and Standards for Designing and Managing Integrable and Interoperable Transformed Health Ecosystems.Journal of personalized medicine · 2023Article
- Designing and Managing Advanced, Intelligent and Ethical Health and Social Care Ecosystems.Journal of personalized medicine · 2023Article
- Multidimensional Machine Learning Model to Calculate a COVID-19 Vulnerability Index.Journal of personalized medicine · 2023Article
- Future pHealth Ecosystem-Holistic View on Privacy and Trust.Journal of personalized medicine · 2023Article
- HL7-FHIR-Based ContSys Formal Ontology for Enabling Continuity of Care Data Interoperability.Journal of personalized medicine · 2023Article
- Using EfficientNet-B7 (CNN), Variational Auto Encoder (VAE) and Siamese Twins' Networks to Evaluate Human Exercises as Super Objects in a TSSCI Images.Journal of personalized medicine · 2023Article
- The ethical challenges of personalized digital health.Frontiers in medicine · 2023Article
- Linguistic and ontological challenges of multiple domains contributing to transformed health ecosystems.Frontiers in medicine · 2023Article
- A NLP Pipeline for the Automatic Extraction of a Complete Microorganism's Picture from Microbiological Notes.Journal of personalized medicine · 2022Article
- Reinforcing Health Data Sharing through Data Democratization.Journal of personalized medicine · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: For realizing pervasive and ubiquitous health and social care services in a safe and high quality as well as efficient and effective way, health and social care systems have to meet new organizational, methodological, and technological paradigms. The resulting ecosystems are highly complex, highly distributed, and highly dynamic, following inter-organizational and even international approaches. Even though based on international, but domain-specific models and standards, achieving interoperability between such systems integrating multiple domains managed by multiple disciplines and their individually skilled actors is cumbersome. Methods: Using the abstract presentation of any system by the universal type theory as well as universal logics and combining the resulting Barendregt Cube with parameters and the engineering approach of cognitive theories, systems theory, and good modeling best practices, this study argues for a generic reference architecture model moderating between the different perspectives and disciplines involved provide on that system. To represent architectural elements consistently, an aligned system of ontologies is used. Results: The system-oriented, architecture-centric, and ontology-based generic reference model allows for re-engineering the existing and emerging knowledge representations, models, and standards, also considering the real-world business processes and the related development process of supporting IT systems for the sake of comprehensive systems integration and interoperability. The solution enables the analysis, design, and implementation of dynamic, interoperable multi-domain systems without requesting continuous revision of existing specifications.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.