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      Rehabilomics Strategies Enabled by Cloud-Based Rehabilitation: Scoping Review

      review-article
      , PT, PhD 1 , 2 , , MD, PhD 3 ,
      (Reviewer), (Reviewer), (Reviewer), (Reviewer)
      Journal of Medical Internet Research
      JMIR Publications
      cloud-based, health, rehabilitation, rehabilomics, strategies

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          Abstract

          Background

          Rehabilomics, or the integration of rehabilitation with genomics, proteomics, metabolomics, and other “-omics” fields, aims to promote personalized approaches to rehabilitation care. Cloud-based rehabilitation offers streamlined patient data management and sharing and could potentially play a significant role in advancing rehabilomics research. This study explored the current status and potential benefits of implementing rehabilomics strategies through cloud-based rehabilitation.

          Objective

          This scoping review aimed to investigate the implementation of rehabilomics strategies through cloud-based rehabilitation and summarize the current state of knowledge within the research domain. This analysis aims to understand the impact of cloud platforms on the field of rehabilomics and provide insights into future research directions.

          Methods

          In this scoping review, we systematically searched major academic databases, including CINAHL, Embase, Google Scholar, PubMed, MEDLINE, ScienceDirect, Scopus, and Web of Science to identify relevant studies and apply predefined inclusion criteria to select appropriate studies. Subsequently, we analyzed 28 selected papers to identify trends and insights regarding cloud-based rehabilitation and rehabilomics within this study’s landscape.

          Results

          This study reports the various applications and outcomes of implementing rehabilomics strategies through cloud-based rehabilitation. In particular, a comprehensive analysis was conducted on 28 studies, including 16 (57%) focused on personalized rehabilitation and 12 (43%) on data security and privacy. The distribution of articles among the 28 studies based on specific keywords included 3 (11%) on the cloud, 4 (14%) on platforms, 4 (14%) on hospitals and rehabilitation centers, 5 (18%) on telehealth, 5 (18%) on home and community, and 7 (25%) on disease and disability. Cloud platforms offer new possibilities for data sharing and collaboration in rehabilomics research, underpinning a patient-centered approach and enhancing the development of personalized therapeutic strategies.

          Conclusions

          This scoping review highlights the potential significance of cloud-based rehabilomics strategies in the field of rehabilitation. The use of cloud platforms is expected to strengthen patient-centered data management and collaboration, contributing to the advancement of innovative strategies and therapeutic developments in rehabilomics.

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          Most cited references77

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          Industry 4.0 and Health: Internet of Things, Big Data, and Cloud Computing for Healthcare 4.0

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            Consumer Mobile Health Apps: Current State, Barriers, and Future Directions.

            This paper discusses the current state, barriers, and future directions of consumer-facing applications (apps). There are currently more than 165,000 mobile health apps publicly available in major app stores, the vast majority of which are designed for patients. The top 2 categories are wellness management and disease management apps, whereas other categories include self-diagnosis, medication reminder, and electronic patient portal apps. Apps specific to physical medicine and rehabilitation also are reviewed. These apps have the potential to provide low-cost, around-the-clock access to high-quality, evidence-based health information to end users on a global scale. However, they have not yet lived up to their potential due to multiple barriers, including lack of regulatory oversight, limited evidence-based literature, and concerns of privacy and security. The future directions may consist of improving data integration into the health care system, an interoperable app platform allowing access to electronic health record data, cloud-based personal health record across health care networks, and increasing app prescription by health care providers. For consumer mobile health apps to fully contribute value to health care delivery and chronic disease management, all stakeholders within the ecosystem must collaborate to overcome the significant barriers.
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              Blockchain for Secure EHRs Sharing of Mobile Cloud Based E-Health Systems

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                Author and article information

                Contributors
                Journal
                J Med Internet Res
                J Med Internet Res
                JMIR
                Journal of Medical Internet Research
                JMIR Publications (Toronto, Canada )
                1439-4456
                1438-8871
                2025
                28 January 2025
                : 27
                : e54790
                Affiliations
                [1 ] Korea University Anam Hospital Seoul Republic of Korea
                [2 ] Human Behavior & Genetic Institute, Associate Research Center, Korea University Seoul Republic of Korea
                [3 ] Department of Physical Medicine and Rehabilitation, Korea University Anam Hospital Seoul Republic of Korea
                Author notes
                Corresponding Author: SangHeon Lee rmlsh@ 123456korea.ac.kr
                Author information
                https://orcid.org/0000-0001-6332-107X
                https://orcid.org/0000-0003-0701-0028
                Article
                v27i1e54790
                10.2196/54790
                11815311
                39874565
                ea9bcb57-c6e4-4d03-90f9-a5b42b5de837
                ©Sejun Oh, SangHeon Lee. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 28.01.2025.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License ( https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research (ISSN 1438-8871), is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.

                History
                : 21 November 2023
                : 15 May 2024
                : 6 September 2024
                : 20 November 2024
                Categories
                Review
                Review

                Medicine
                cloud-based,health,rehabilitation,rehabilomics,strategies
                Medicine
                cloud-based, health, rehabilitation, rehabilomics, strategies

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