Integrating Artificial Intelligence in Stroke Rehabilitation: Current Trends and Future Directions; A mini review.

IF 0.8 4区医学 Q3 MEDICINE, GENERAL & INTERNAL Journal of the Pakistan Medical Association Pub Date : 2025-02-01 DOI:10.47391/JPMA.25-16

Ayesha Afridi, Sumaiyah Obaid, Neha Raheel, Farooq Azam Rathore

{"title":"Integrating Artificial Intelligence in Stroke Rehabilitation: Current Trends and Future Directions; A mini review.","authors":"Ayesha Afridi, Sumaiyah Obaid, Neha Raheel, Farooq Azam Rathore","doi":"10.47391/JPMA.25-16","DOIUrl":null,"url":null,"abstract":"<p><p>Rehabilitation following a stroke faces challenges in offering customized treatment and attaining the best possible outcomes. The utilization of artificial intelligence (AI) presents transformative solutions that have the potential to revolutionize existing practices. This minireview discusses the use of AI in rehabilitation after stroke, in form of customized intervention, task-specific training with robotics, real time monitoring by wearable devices and remote monitoring through tele rehabilitation. Despite the recent advances, issues such as algorithm bias, concerns about data security, and access disparities remain. Future directions include creating predictive analytics for tailored stroke therapies, incorporating virtual reality for increased participation, and assuring ethical and equitable distribution. Collaborative efforts are necessary to address these challenges and advance AI-driven stroke therapy. This review highlights the potential of AI to revolutionize stroke rehabilitation outcomes through interdisciplinary collaboration and ethical implementation.</p>","PeriodicalId":54369,"journal":{"name":"Journal of the Pakistan Medical Association","volume":"75 2","pages":"445-447"},"PeriodicalIF":0.8000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the Pakistan Medical Association","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.47391/JPMA.25-16","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}

引用次数: 0

Abstract

Rehabilitation following a stroke faces challenges in offering customized treatment and attaining the best possible outcomes. The utilization of artificial intelligence (AI) presents transformative solutions that have the potential to revolutionize existing practices. This minireview discusses the use of AI in rehabilitation after stroke, in form of customized intervention, task-specific training with robotics, real time monitoring by wearable devices and remote monitoring through tele rehabilitation. Despite the recent advances, issues such as algorithm bias, concerns about data security, and access disparities remain. Future directions include creating predictive analytics for tailored stroke therapies, incorporating virtual reality for increased participation, and assuring ethical and equitable distribution. Collaborative efforts are necessary to address these challenges and advance AI-driven stroke therapy. This review highlights the potential of AI to revolutionize stroke rehabilitation outcomes through interdisciplinary collaboration and ethical implementation.

查看原文

微信好友朋友圈 QQ好友复制链接

本刊更多论文

人工智能在脑卒中康复中的应用现状及发展方向一个小回顾。

中风后的康复面临着提供定制治疗和获得最佳结果的挑战。人工智能（AI）的应用提供了变革性的解决方案，有可能彻底改变现有的实践。这篇小型综述讨论了人工智能在中风后康复中的应用，包括定制干预、机器人任务特定训练、可穿戴设备实时监测和远程康复远程监测。尽管最近取得了进展，但算法偏差、对数据安全的担忧以及访问差异等问题仍然存在。未来的方向包括为量身定制的中风治疗创建预测分析，结合虚拟现实来增加参与，并确保道德和公平的分配。应对这些挑战和推进人工智能驱动的中风治疗需要合作努力。这篇综述强调了人工智能通过跨学科合作和伦理实施来彻底改变脑卒中康复结果的潜力。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文去求助

来源期刊

Journal of the Pakistan Medical Association Medicine-General Medicine

CiteScore

1.10

自引率

11.10%

发文量

983

审稿时长

3-6 weeks

期刊介绍： Primarily being a medical journal, JPMA publishes scholarly research focusing on the various fields in the areas of health and medical education. It publishes original research describing recent advances in health particularly clinical studies, clinical trials, assessments of pathogens of diagnostic importance, medical genetics and epidemiological studies. Review articles highlighting importance of various issues in the domain of public health, drug research and medical education are also accepted. As a leading journal of South Asia, JPMA remains cognizant of the recent advances in the rapidly growing fields of biomedical sciences, it invites and encourages scholars to write short reviews and invited editorials on the emerging issues. We particularly aim to promote health standards of developing countries by encouraging manuscript submissions on issues affecting the public health and health delivery services.