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VPW: An Interactive Prototype of a Web-Based Visual Paired Comparison Cognitive Diagnostic Test

机译:VPW:基于Web的视觉配对比较认知认知诊断测试的交互式原型

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The Visual Paired Comparison (VPC) task is widely used to measure recognition memory in psychology and neuroscience research. Recently, the VPC task has shown promise as a diagnostic for the amnestic subtype of Mild Cognitive Impairment (aMCI). Patients diagnosed with aMCI are at an increased risk for developing dementia, especially Alzheimer's disease. However, current implementations of VPC require eye tracking equipment, which is costly and not widely available. This demonstration shows our early prototype of a Web-based version of the VPC task, the Viewport Viewing task (VPW), that requires only a computer with a mouse. A key contribution of VPW is using a computer mouse to induce viewing behavior similar to the original VPC task, so that it can be analyzed to measure the subject's novelty preference. Additionally, the interactive VPW prototype provides data visualization and exploration capabilities to help a clinician or researcher analyze the resulting data. VPW has the potential to extend the accessibility of cognitive diagnostics, allowing for Web-based behavioral screening for aMCI to be deployed world-wide, without requiring any special-purpose equipment. Such a tool would have wide-ranging implications for early diagnosis, for cognitive research, and for clinical practice.
机译:视觉配对比较(VPC)任务广泛用于测量心理学和神经科学研究中的识别记忆。最近,VPC任务已作为MILD认知障碍(AMCI)的AMNestic亚型的诊断。诊断患有AMCI的患者患痴呆症的风险增加,特别是阿尔茨海默病。然而,VPC的当前实现需要眼跟踪设备,这是昂贵的并且不广泛的可用性。此演示显示我们的早期原型的VPC任务的基于Web的VPC任务,观看者观看任务(VPW),只需要一台带有鼠标的计算机。 VPW的主要贡献是使用计算机鼠标诱导类似于原始VPC任务的观看行为,以便可以分析它来衡量主题的新颖偏好。此外,交互式VPW原型提供数据可视化和探索能力,以帮助临床医生或研究人员分析所产生的数据。 VPW有可能扩展认知诊断的可访问性,允许基于Web的行为筛选为全球部署的AMCI,而无需任何专用设备。这种工具将对早期诊断,认知研究和临床实践具有广泛影响。

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