Archer: Next-generation unstructured data access for hospitals and clinical trial sponsors, delivering efficiency, reducing costs and improving care

Archer：为医院和临床试验申办者提供下一代非结构化数据访问，提高效率、降低成本并改善护理

• 批准号: 10096804
• 金额: $ 42.07万
• 依托单位: IGNITE DATA LIMITED
• 依托单位国家: 英国
• 项目类别: Collaborative R&D
• 财政年份: 2024
• 资助国家: 英国
• 起止时间: 2024 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=10096804
• 关键词: Archer; Next; generation; unstructured; data

IgniteData is an innovative, UK-based SME with a goal to transform the interoperability of healthcare provider (Electronic Health Record (EHR)) and clinical trial sponsor (Electronic Data Capture (EDC)) systems through its Software-as-a-Service platform **Archer**.**Project Objectives/Summary**The first generation of Archer has been successfully developed and deployed to transfer structured data (e.g. patient records in EHR systems) from an EHR to an EDC. However, **up to 85% of actionable health data is stored in unstructured formats** (e.g. clinical narrative text found in Pathology reports, Radiology reports, Postoperative notes).This project will create the second-generation of Archer through the development of an AI-/NLP-driven module which answers trial-relevant questions from unstructured EHR data and inputs results into EDCs.**Market Opportunity/Need**The valuable data stored in unstructured formats within EHRs is currently resource-intensive and challenging to extract. Manual data transfer and reviews are still commonplace, despite being often time-consuming, slow-to-turnaround and error-prone since medical conditions and supporting evidence can potentially be missed \[Wong, 2016\]. Source-Document-Verification (required by manual data transfer to avoid errors) can alone account for 10-15% trial costs (e.g. ~£1-1.5m/PII trial).**Impacts/Project Outputs*** Directly extracting unstructured information from EHRs will enable exceptional reductions in the costs currently associated with on-site monitoring/auditing.* Second-generation Archer platform will deliver transformative growth within 5-years of launch.

IgniteData 是一家总部位于英国的创新型中小企业，目标是通过其软件即服务平台改变医疗保健提供商（电子健康记录 (EHR)）和临床试验申办者（电子数据捕获 (EDC)）系统的互操作性**Archer**.**项目目标/摘要**第一代 Archer 已成功开发和部署，用于将结构化数据（例如 EHR 系统中的患者记录）从 EHR 传输到 EDC。然而，**高达 85% 的可操作健康数据以非结构化格式存储**（例如病理报告、放射学报告、术后笔记中发现的临床叙述文本）。该项目将通过开发第二代 Archer一个 AI/NLP 驱动的模块，可从非结构化 EHR 数据中回答与试验相关的问题，并将结果输入 EDC。**市场机会/需求**以非结构化格式存储的有价值的数据电子病历目前资源密集，提取起来具有挑战性，但手动数据传输和审查仍然很常见，尽管由于医疗状况和支持证据可能会被遗漏，因此往往耗时、周转缓慢且容易出错。 2016\]。源文件验证（需要手动数据传输以避免错误）就可以占试验成本的 10-15%（例如〜1-150 万英镑/PII）。 **影响/项目产出*** 直接从 EHR 中提取非结构化信息将显着降低目前与现场监控/审计相关的成本。* 第二代 Archer 平台将在 5 年内实现变革性增长发射。