Use of Artificial Intelligence-Driven Wound Care Management to Enhance Access to Care Rural and Northern Communities

IF 2.5 3区 医学 Q2 DERMATOLOGY
Shannon Freeman, Matthew J. Sargent, Laura Rodriguez Galarza, Richard McAloney, Emma Rossnagel
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Abstract

Wound care remains a high-priority area for improvement in the Canadian health care system. Older adults aged 65 and older are disproportionately affected by chronic and non-healing wounds and often experience multiple co-morbid conditions, challenges which can be further complicated by living in rural and northern areas. A workshop-based multi-methods study was conducted to describe rural and northern perspectives on opportunities and feasibility to implement innovative wound care technologies. Each workshop included pre- and post- workshop surveys, a live demonstration of Swift Skin and Wound, a Q&A session, and facilitated discussion exploring the technology's feasibility, usability, and accessibility in northern and rural care contexts. Participants who volunteered for the study included care staff and healthcare executives (N = 11), described their perspectives on implementing AI-driven digital wound care management solutions with a focus on integration into health care settings. Three themes were identified including: confidence and optimism in improving wound care management, recognition of the superiority of AI-driven digital wound care solutions over current practices, and the importance of adaptable change processes for successful adoption. While generalizability may be limited, findings suggest that adopting AI-driven wound care tools could improve wound assessment accuracy and streamline care for aging populations in rural and northern areas.

Abstract Image

使用人工智能驱动的伤口护理管理来提高农村和北方社区的护理可及性。
伤口护理仍然是加拿大医疗保健系统中需要改进的一个高度优先的领域。65岁及以上的老年人受到慢性和未愈合伤口的不成比例的影响,往往会出现多种合并症,由于生活在农村和北部地区,这些挑战可能会进一步复杂化。一项以研讨会为基础的多方法研究,描述了农村和北方对实施创新伤口护理技术的机会和可行性的看法。每个研讨会包括研讨会前和研讨会后的调查,快速皮肤和伤口的现场演示,问答环节,并促进讨论探讨该技术在北方和农村护理环境中的可行性、可用性和可及性。自愿参加该研究的参与者包括护理人员和医疗保健管理人员(N = 11),他们描述了他们对实施人工智能驱动的数字伤口护理管理解决方案的看法,重点是将其整合到医疗保健环境中。确定了三个主题,包括:改善伤口护理管理的信心和乐观态度,认识到人工智能驱动的数字伤口护理解决方案相对于当前做法的优越性,以及适应性变化过程对成功采用的重要性。虽然通用性可能有限,但研究结果表明,采用人工智能驱动的伤口护理工具可以提高伤口评估的准确性,并简化农村和北方地区老年人的护理。
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来源期刊
International Wound Journal
International Wound Journal DERMATOLOGY-SURGERY
CiteScore
4.50
自引率
12.90%
发文量
266
审稿时长
6-12 weeks
期刊介绍: The Editors welcome papers on all aspects of prevention and treatment of wounds and associated conditions in the fields of surgery, dermatology, oncology, nursing, radiotherapy, physical therapy, occupational therapy and podiatry. The Journal accepts papers in the following categories: - Research papers - Review articles - Clinical studies - Letters - News and Views: international perspectives, education initiatives, guidelines and different activities of groups and societies. Calendar of events The Editors are supported by a board of international experts and a panel of reviewers across a range of disciplines and specialties which ensures only the most current and relevant research is published.
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