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Ortho-digital dynamics: Exploration of advancing digital health technologies in musculoskeletal disease management.

作者信息

Maimaiti Zulipikaer, Li Zhuo, Li Zhiyuan, Fu Jun, Xu Chi, Chen Jiying, Chai Wei, Liu Liang

机构信息

Department of Orthopedics, Beijing Luhe Hospital, Capital Medical University, Beijing, China.

Senior Department of Orthopaedics, The Fourth Medical Centre, Chinese PLA General Hospital, Beijing, China.

出版信息

Digit Health. 2024 Aug 14;10:20552076241269613. doi: 10.1177/20552076241269613. eCollection 2024 Jan-Dec.


DOI:10.1177/20552076241269613
PMID:39148814
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11325473/
Abstract

BACKGROUND: Musculoskeletal (MSK) disorders, affecting billions of people worldwide, pose significant challenges to the healthcare system and require effective management models. The rapid development of digital healthcare technologies (DHTs) has revolutionized the healthcare industry. DHT-based interventions have shown promising clinical benefits in managing MSK disorders, alleviating pain, and improving functional impairment. There is, however, no bibliometric analysis of the overall trends on this topic. METHODS: We extracted all relevant publications from the Web of Science Core Collection (WoSCC) database until April 30, 2023. We performed bibliometric analysis and visualization using CiteSpace, VOSviewer, and R software. Annual trends of publications, countries/regions distributions, funding agencies, institutions, co-cited journals, author contributions, references, core journals, and keywords and research hotspots were analyzed. RESULTS: A total of 6810 papers were enrolled in this study. Publications have increased drastically from 16 in 1995 to 1198 in 2022, with 4067 articles published in the last five years. In all, 53 countries contributed with publications to this research area. The United States, the United Kingdom, and China were the most productive countries. Harvard University was the most contributing institution. Regarding keywords, research focuses include artificial intelligence, deep learning, machine learning, telemedicine, rehabilitation, and robotics. CONCLUSION: The COVID-19 pandemic has further accelerated the adoption of DHTs, highlighting the need for remote care options. The analysis reveals the positive impact of DHTs on improving physician productivity, enhancing patient care and quality of life, reducing healthcare expenditures, and predicting outcomes. DHTs are a hot topic of research not only in the clinical field but also in the multidisciplinary intersection of rehabilitation, nursing, education, social and economic fields. The analysis identifies four promising hotspots in the integration of DHTs in MSK pain management, biomechanics assessment, MSK diagnosis and prediction, and robotics and tele-rehabilitation in arthroplasty care.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/3cc636defb75/10.1177_20552076241269613-fig10.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/c733d00e4f4c/10.1177_20552076241269613-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/458fa98cf569/10.1177_20552076241269613-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/139d2b0e2f7c/10.1177_20552076241269613-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/b5a2ca062cbb/10.1177_20552076241269613-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/641809dde425/10.1177_20552076241269613-fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/a5d74489236e/10.1177_20552076241269613-fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/53b383d656e5/10.1177_20552076241269613-fig7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/25aa4a4b2782/10.1177_20552076241269613-fig8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/290f78786093/10.1177_20552076241269613-fig9.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/3cc636defb75/10.1177_20552076241269613-fig10.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/c733d00e4f4c/10.1177_20552076241269613-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/458fa98cf569/10.1177_20552076241269613-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/139d2b0e2f7c/10.1177_20552076241269613-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/b5a2ca062cbb/10.1177_20552076241269613-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/641809dde425/10.1177_20552076241269613-fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/a5d74489236e/10.1177_20552076241269613-fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/53b383d656e5/10.1177_20552076241269613-fig7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/25aa4a4b2782/10.1177_20552076241269613-fig8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/290f78786093/10.1177_20552076241269613-fig9.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ffd/11325473/3cc636defb75/10.1177_20552076241269613-fig10.jpg

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引用本文的文献

[1]
Artificial intelligence in joint arthroplasty: A bibliometric analysis of global research trends (2001-2025).

Medicine (Baltimore). 2025-8-29

[2]
Digital Health for Equitable Rheumatic Care: Integrating Real-World Experiences to Guide Policy Pathways.

Healthcare (Basel). 2025-2-18

本文引用的文献

[1]
The Effectiveness of Telemedicine in Patients with Rheumatoid Arthritis: An Overview of Systematic Reviews and Meta-Analysis.

Telemed J E Health. 2023-12

[2]
Digital adherence technologies to improve tuberculosis treatment outcomes in China: a cluster-randomised superiority trial.

Lancet Glob Health. 2023-5

[3]
Reliability of Wearable Sensors for Assessing Gait and Chair Stand Function at Home in People With Knee Osteoarthritis.

Arthritis Care Res (Hoboken). 2023-9

[4]
The Effects of Interactive Virtual Reality in Patients with Chronic Musculoskeletal Disorders: A Systematic Review and Meta-Analysis.

Games Health J. 2023-2

[5]
Factors Associated With Telemedicine Use Among Patients With Rheumatic and Musculoskeletal Disease: Secondary Analysis of Data From a German Nationwide Survey.

J Med Internet Res. 2023-1-27

[6]
Global trends and hotspots of phage therapy for bacterial infection: A bibliometric visualized analysis from 2001 to 2021.

Front Microbiol. 2023-1-9

[7]
The evolution of digital health technologies in cardiovascular disease research.

NPJ Digit Med. 2023-1-3

[8]
Wearable Sensors and Artificial Intelligence for Physical Ergonomics: A Systematic Review of Literature.

Diagnostics (Basel). 2022-12-5

[9]
Controversies in rheumatology: telemedicine-friend or foe?

Rheumatology (Oxford). 2023-8-1

[10]
Machine Learning Applied to Patient-Reported Outcomes to Classify Physician-Derived Measures of Rheumatoid Arthritis Disease Activity.

ACR Open Rheumatol. 2022-12

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