ReviewMaterials (Basel, Switzerland)2022
Industry 4.0 and Digitalisation in Healthcare.
Review in Materials (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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
25 citing papers in PubMed.
- Pediatrics 4.0: the Transformative Impacts of the Latest Industrial Revolution on Pediatrics.Health care analysis : HCA : journal of health philosophy and policy · 2026Article
- Professionals' Perceptions of the Management of Digital Competence Sharing in Healthcare and Associated Background Factors: A Cross-Sectional Study.Journal of advanced nursing · 2026Observational
- Precision theranostics in cervical Cancer: Harnessing stimuli-responsive hydrogels for tumor microenvironment-targeted therapy and diagnosis.Materials today. Bio · 2025Review
- Digital Transformation of Medical Services in Romania: Does the Healthcare System Meet the Current Needs of Patients?Healthcare (Basel, Switzerland) · 2025Article
- The effects of the generative adversarial network and personalized virtual reality platform in improving frailty among the elderly.Scientific reports · 2025Article
- Acceptance and adoption determinants of telemedicine in public healthcare institutions.Curationis · 2025Article
- Study on the relationship between perceived social support and professional identity among young medical professionals from the perspective of New Quality Productive Forces.Frontiers in public health · 2025Article
- Exploring user experiences of clinicians engaged with the digital healthcare interventions across the referral and university teaching hospitals in Nigeria: a qualitative study.Frontiers in digital health · 2025Article
- Laboratory Preparation for Digital Medicine in Healthcare 4.0: An Investigation Into the Awareness and Applications of Big Data and Artificial Intelligence.Annals of laboratory medicine · 2024Article
- Designing a Hybrid Energy-Efficient Harvesting System for Head- or Wrist-Worn Healthcare Wearable Devices.Sensors (Basel, Switzerland) · 2024Article
- Role of augmented reality and virtual reality from the Indian healthcare education perspective - A systematic review.Journal of family medicine and primary care · 2024Review
- 4D Printing: The Development of Responsive Materials Using 3D-Printing Technology.Pharmaceutics · 2023Review
- 3D printing for spine pathologies: a state-of-the-art review.Biomedical engineering letters · 2023Review
- Opportunities and challenges of 5G network technology toward precision medicine.Clinical and translational science · 2023Review
- Current state of the art and future directions for implantable sensors in medical technology: Clinical needs and engineering challenges.APL bioengineering · 2023Review
- Comprehensibility of Contraindications in German, UK and US Summaries of Product Characteristics/Prescribing Information-A Comparative Qualitative and Quantitative Analysis.Journal of clinical medicine · 2022Article
- A Systematic Review of the Research Development on the Application of Machine Learning for Concrete.Materials (Basel, Switzerland) · 2022Review
- Diffusion of a Lifelog-Based Digital Healthcare Platform for Future Precision Medicine: Data Provision and Verification Study.Journal of personalized medicine · 2022Article
- Technology Management as a Core Component of a Client-centric Prosthetic Orthotic Practice Model.Canadian prosthetics & orthotics journal · 2022Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Industry 4.0 in healthcare involves use of a wide range of modern technologies including digitisation, artificial intelligence, user response data (ergonomics), human psychology, the Internet of Things, machine learning, big data mining, and augmented reality to name a few. The healthcare industry is undergoing a paradigm shift thanks to Industry 4.0, which provides better user comfort through proactive intervention in early detection and treatment of various diseases. The sector is now ready to make its next move towards Industry 5.0, but certain aspects that motivated this review paper need further consideration. As a fruitful outcome of this review, we surveyed modern trends in this arena of research and summarised the intricacies of new features to guide and prepare the sector for an Industry 5.0-ready healthcare system.
Indexed as
Identifiers
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.