Evaluating the Implementation and Outcomes of Swift AI Wound Care Technology in Brightshores Health System
About the Project
Chronic and non-healing wounds, including diabetic foot ulcers, are a growing health concern in Canada and globally, contributing to significant health impacts, rising healthcare costs, and increased demands on clinical capacity. These challenges are further amplified in rural and remote communities, where limited resources, workforce shortages, and geographic barriers can restrict access to specialised wound care. Emerging digital technologies and artificial intelligence (AI) offer new opportunities to improve wound assessment, standardise documentation, and expand access to specialised care. In May 2024, Brightshores Health System, one of Ontario’s largest rural, multi-site hospital networks, implemented Swift Skin and Wound, an AI-powered wound assessment and documentation tool developed by Swift Medical.
Through a multi-partner collaboration with Giishkaandago’Ikwe Health Services, the National Research Council of Canada’s Aging in Place program, and the Centre for Technology Adoption for Aging in the North at the University of Northern British Columbia, this initiative aimed to revolutionize wound care by deploying AI-enhanced tools designed to capture detailed images of wounds and provide comprehensive analyses through a digital dashboard and documentation system. Swift Skin and Wound is a smartphone-based tool that uses AI-enabled image analysis to support standardised, non-invasive wound assessment. It captures wound images and measures, including wound dimensions, tissue composition, and healing trajectories, and provides clinicians with both current and longitudinal views of a patient’s wound history through a digital dashboard.
The Moonshot Collaborative at Trillium Health Partners partnered with Brightshores Health System to evaluate the implementation of Swift Skin and Wound across its network. The evaluation examined how the technology influences patients, clinicians, and wound care outcomes, with particular attention to its feasibility, usability, and potential to support more accessible, equitable, and consistent wound care in rural and remote communities.
Knowledge Products
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Abejirinde IO, Choon-Kon-Yune I, Johnson R, Ofonagoro U, Brookham R. Monitoring and evaluation of an artificial intelligence-enhanced wound care intervention in a rural health network: defining stakeholder expectations and shared priorities. Front Digit Health. 2026 Jun 15;8:1774616. doi: 10.3389/fdgth.2026.1774616. PMID: 42375156; PMCID: PMC13311118.
Genge C, Ayaz B, Freeman S, Mohammed HT, Fraser RDJ, Abejirinde IO, O'Sullivan-Drombolis D, Brookham R. Artificial Intelligence-Enhanced Wound Care to Improve Access, Efficacy, and Equity in Wound Care for Older Adults in Rural and Remote Regions of Canada. JMIR Nurs. 2026 Mar 30;9:e85644. doi: 10.2196/85644. PMID: 41911415; PMCID: PMC13035484.
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Abejirinde IO, Ofonagoro U, Johnson R, Brookham R. (October 2024). Development and Validation of an Evaluation Framework: Rural Implementation of Wound Care Technology. [Poster Presentation]. Wounds Canada Conference, London, Ontario, Canada.
Johnson R, Choon I, Herrington A, Fraser R, Mohammad H, Ayaz B, Brookham R, Abejirinde I. (April 2026). Implementation of a Digital Wound Care Technology Across a Rural Hospital System. [Conference Poster]. Symposium on Advanced Wound Care, Charlotte, North Carolina, USA.
Brookham R, Abejirinde I, Johnson R, Choon I. (May 2026). Combating Chronic Disease with Artificial Intelligence Wound Care Technology in Rural Settings. [Oral Presentation]. Canadian Association for Health Services and Policy Research Conference. Ottawa, Canada.
Johnson R, Choon I., Brookham R, Abejirinde I. (October 2026). Patient and Provider Experiences with a Digital Wound Care Technology in a Rural Healthcare Setting. [Poster and Oral Presentation]. Wounds Canada Conference, Niagara Falls, Ontario, Canada.
Media and Engagement
Project Collaborators
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February 2024 - February 2026
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Dr. Ibukun Abejirinde, Scientist, Institute for Better Health, Trillium Health Partners
Dr. Rebecca Brookham, Director, Office of Research & Innovation, Brightshores Health System
Rebecca Johsnon, Research Project Manager, Office of Research & Innovation, Brightshores Health System
Isabelle Choon, Research Associate, Institute for Better Health, Trillium Health Partners
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For more information about this project, contact: research@brightshores.ca
Funders