在常规临床实践中支持痴呆症诊断的脑磁共振成像软件:英国国家医疗服务系统(NHS)采用障碍研究

Ludovica Griffanti, Florence Serres, Laura Cini, Jessica Walsh, Taylor Hanayik, Usama Pervaiz, Stephen Smith, Heidi Johansen-Berg, James Rose, Mamta Bajre
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引用次数: 0

摘要

随着痴呆症患者人数的增加和新的疾病调整疗法进入市场,对脑磁共振成像(MRI)进行诊断和安全监控的需求日益增加。需要报告的扫描数量预计将迅速增长。目前,临床放射学报告主要是定性报告,结构和内容多变。为了更好地了解痴呆症患者对脑部报告软件尚未满足的临床需求,我们采用精益评估流程(LAP)方法开展了一项采用障碍研究。我们首先评估了脑成像在英格兰国家医疗服务体系中疑似痴呆症患者诊断路径中的作用。然后,我们以 FMRIB 软件库 (FSL) 为技术范例,探讨了(神经)放射科医生、神经病学家和精神病学家对支持脑磁共振成像分析软件的潜在益处和接受程度的看法。除了评估整体萎缩、海马体萎缩和白质高密度外,用户的其他要求还包括评估微出血、分割多个大脑结构、提供用于参考的对照人群的明确信息以及比较多个扫描结果的可能性。采用该技术的主要障碍是英国的 3T MRI 扫描仪供应有限、与临床工作流程的整合以及证明成本效益的必要性。这些发现将为未来的技术开发、临床验证和健康经济评估提供指导。
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Brain magnetic resonance imaging software to support dementia diagnosis in routine clinical practice: a barrier to adoption study in the National Health Service (NHS) England
With the rise in numbers of people living with dementia and new disease modifying therapies entering the market, there is increasing need for brain magnetic resonance imaging (MRI) for diagnosis and safety monitoring. The number of scans that need reporting is expected to rapidly grow. Clinical radiology reports are currently largely qualitative and variable in structure and content. By contrast, research software typically uses automated methods to extract quantitative metrics from brain scans. To better understand the unmet clinical need for brain reporting software for dementia we conducted a barrier to adoption study using the Lean Assessment Process (LAP)methodology. We first assessed the role of brain imaging in the diagnostic pathway for people with suspected dementia in the NHS in England. We then explored the views of (neuro)radiologists, neurologists and psychiatrists on the potential benefits and level of acceptance of software to support brain MRI analysis, using the FMRIB software library (FSL) as a technology exemplar. The main perceived utilities of the proposed software were: increased diagnostic confidence; support for delivery of disease modifying therapies; and the possibility to compare individual results with population norms. In addition to assessment of global atrophy, hippocampal atrophy and white matter hyperintensities, additional user requirements included assessment of microbleeds, segmentation of multiple brain structures, clear information about the control population used for reference, and possibility to compare multiple scans. The main barriers to adoption related to the limited availability of 3T MRI scanners in the UK, integration into the clinical workflow, and the need to demonstrate cost-effectiveness. These findings will guide future technical development, clinical validation, and health economic evaluation.
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