Studies in health technology and informatics最新文献_第3页

From Conversations to Data-Driven Solutions: Harnessing the AcceleratorKHP Dataset for Youth Mental Health Research and Innovation. 从对话到数据驱动的解决方案：利用加速器khp数据集进行青少年心理健康研究和创新。

Studies in health technology and informatics Pub Date : 2026-02-12 DOI: 10.3233/SHTI260034

Lydia Sequeira, Alisa Simon, Justin Scaini, Betty Zhang, Sheldon Foster, Dhamodharan Krishnamurthy, Kaylea Walsh

引用次数: 0

Building Ontario's Health AI: A Learning System Approach. 构建安大略省健康人工智能：一种学习系统方法。

Studies in health technology and informatics Pub Date : 2026-02-12 DOI: 10.3233/SHTI260026

Vanessa Le Ngoc Tram Bui

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Technology and Trauma: Digital Mental Health Innovations for Refugees in Canada. 技术与创伤：加拿大难民的数字心理健康创新。

Studies in health technology and informatics Pub Date : 2026-02-12 DOI: 10.3233/SHTI260033

Jemila Abdulai, Meerab Anwar, Khyati Eda, Nellie Kamau, Beverly M Essue

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Improving Specialty Care Access in Ontario Through Triaging Referrals to eConsult (TReC): A RE-AIM Evaluation. 通过转介到咨询（TReC）改善安大略省的专科护理准入：一个再目标评估。

Studies in health technology and informatics Pub Date : 2026-02-12 DOI: 10.3233/SHTI260011

Brynn O'Dwyer, Erin Keely, Ellen B Goldbloom, Lillian Lai, Karima El Bilali, Geetha Mukerji

{"title":"Improving Specialty Care Access in Ontario Through Triaging Referrals to eConsult (TReC): A RE-AIM Evaluation.","authors":"Brynn O'Dwyer, Erin Keely, Ellen B Goldbloom, Lillian Lai, Karima El Bilali, Geetha Mukerji","doi":"10.3233/SHTI260011","DOIUrl":"https://doi.org/10.3233/SHTI260011","url":null,"abstract":"Challenges in access to specialty care in Canada lead to long wait times and poorer outcomes. The eConsult Centre of Excellence at The Ottawa Hospital (TOH) developed Triaging Referrals to eConsult (TReC), embedding specialist advice into routine referral workflows within health information systems (HIS). Following a successful proof-of-concept, TReC expanded to Women's College Hospital (WCH) in 2023 and the Children's Hospital of Eastern Ontario (CHEO) in 2025. We applied the RE-AIM framework to evaluate implementation across study the three study sites. Reach was assessed by utilization; effectiveness by response times and surveys; adoption by specialist participation; implementation by delivery and cost; maintenance by ongoing use. Data sources included administrative data and surveys of patients and providers. Specialist participation included 160 at TOH, 22 at WCH, and 26 at CHEO. Since launch, >10,000 eConsults were completed at TOH, >880 at WCH, and >360 at CHEO, spanning 15, 8, and 10 clinical areas, respectively. Median response times ranged from 2-8 days across sites, versus Ontario's 23-week average for in-person care. Median cost per TReC case was $37 CAD (10 minutes spent per case), substantially lower than in-person visits. Surveys showed high acceptability: 84% of referring providers at TOH and 91% at WCH found advice actionable; 70% of TOH patients felt concerns were addressed; and 91% of TOH specialists perceived TReC to improve access. TReC scaled successfully across three hospitals and improved timely access. High acceptability supports expansion and potential to improve equitable access across Ontario. Future evaluation will assess post-TReC healthcare utilization.","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"334 ","pages":"35-41"},"PeriodicalIF":0.0,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146183988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Architecting Synergy: Knowledge Graphs for Representing Complex, Multi-Domain Patient Information. 架构协同：表示复杂、多领域患者信息的知识图谱。

Studies in health technology and informatics Pub Date : 2026-02-12 DOI: 10.3233/SHTI260023

Karim Keshavjee

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A Digital Roadmap for Primary Care in East Toronto. 东多伦多初级保健的数字路线图。

Studies in health technology and informatics Pub Date : 2026-02-12 DOI: 10.3233/SHTI260037

Hripisime Danielyan, David Gren, Yallenni Ilamvaluthy, Margery Konan, Anne Wojtak

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Bridging the Gap: Towards a Standardized Framework for Evaluating mHealth and AI-Enabled Health Applications. 弥合差距：迈向评估移动医疗和人工智能健康应用的标准化框架。

Studies in health technology and informatics Pub Date : 2026-02-12 DOI: 10.3233/SHTI260024

Sahrish Mahmood Syed, Aby Mathews Maluvelil, Matvey Kipershtein, Paul Aiello, Obed Ehoneah

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From Scaling the Preventive Assessment Tool to a Holistic Personalized Preventive Plan. 从扩展预防评估工具到全面的个性化预防计划。

Studies in health technology and informatics Pub Date : 2026-02-12 DOI: 10.3233/SHTI260005

Matvey Kipershtein, Abbas Zavar

{"title":"From Scaling the Preventive Assessment Tool to a Holistic Personalized Preventive Plan.","authors":"Matvey Kipershtein, Abbas Zavar","doi":"10.3233/SHTI260005","DOIUrl":"https://doi.org/10.3233/SHTI260005","url":null,"abstract":"Canada's shift toward preventive, precision medicine is stymied by siloed data, misaligned incentives, and workflow burdens. This study draws on multi-sector key informant interviews and applies an adapted House of Quality method to align divergent priorities and inform the design of the Preventive Assessment Tool (PAT). Analysis identified six leading requirements: interoperability and customization, workflow and automation improvements, predictive analytics, AI-enabled information management, compliance with industry standards, and sustainable revenue. Three key implementation barriers were also highlighted: navigating digital health regulations, demonstrating payer value, and reducing the cost of reaching at-risk patients. To address these challenges, we propose a regulatory-aware, \"minimal-standard, maximum-flexibility\" architecture that embeds preventive assessments directly into EMR workflows, enabling seamless data exchange, reducing clinician burden, and supporting personalized interventions. By turning interoperability and regulatory barriers into enablers of innovation, this stakeholder validated architecture provides a scalable path to advancing connected, preventive care across Canada.","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"334 ","pages":"9-13"},"PeriodicalIF":0.0,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146183828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Enabling Data Sharing for Hospital-to-Community Transitions in the Toronto Region: A Stakeholder-Informed System Architecture Solution. 多伦多地区医院到社区转变的数据共享：利益相关者知情的系统架构解决方案。

Studies in health technology and informatics Pub Date : 2026-02-12 DOI: 10.3233/SHTI260015

Yallenni Ilamvaluthy, Tanika Nadeswaran

引用次数: 0

Empowering Front-Line Decision Making Through Self-Service Analytics in the Electronic Patient Records System at Unity Health Toronto. 通过多伦多统一健康电子病历系统中的自助服务分析增强一线决策能力。

Studies in health technology and informatics Pub Date : 2026-02-12 DOI: 10.3233/SHTI260009

Mark McPherson, Brian Lo, Victoria Pelletier, Giuseppe Cammisa, Damian Jankowicz

{"title":"Empowering Front-Line Decision Making Through Self-Service Analytics in the Electronic Patient Records System at Unity Health Toronto.","authors":"Mark McPherson, Brian Lo, Victoria Pelletier, Giuseppe Cammisa, Damian Jankowicz","doi":"10.3233/SHTI260009","DOIUrl":"https://doi.org/10.3233/SHTI260009","url":null,"abstract":"As part of the ongoing mission of Unity Health Toronto to democratize access to data, we launched a large-scale analytics education initiative to promote self-service analytics within our newly implemented Electronic Patient Record (EPR) system. This included comprehensive training on tools such as the built-in self-service reporting tool, aimed at equipping front-line operational users with the ability to access, explore, and act on clinical and operational data without relying on centralized analytics teams, as well as the use of pre-developed analytics dashboards. The effort focused on enabling a culture shift from data dependency to data empowerment. Key outcomes include a more than 150-fold increase in dashboard usage post-implementation (from 90 to over 14,500 monthly views), the development of a targeted, robust training program, and improvements in data literacy and decision-making responsiveness. In this report, we highlight Unity Health's approach to embedding analytics in daily operations through user-centered design, governance, and capacity-building - positioning self-service analytics as a cornerstone for a Learning Health System.","PeriodicalId":94357,"journal":{"name":"Studies in health technology and informatics","volume":"334 ","pages":"29-33"},"PeriodicalIF":0.0,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146183837","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0