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Validation of ANAM for cognitive screening in a mixed clinical sample

机译:混合临床样本中的认知筛选ANAAM验证

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摘要

The Automated Neuropsychological Assessment Metrics (ANAM) is a library of computer based tests designed to measure cognitive function at a single time-point or longitudinally for detection of cognitive change. This study sought to validate ANAM as a cognitive screening tool for presence of confirmed neuropsychological diagnosis in an outpatient setting. Retrospective data analysis was conducted for 139 patients referred for outpatient neuropsychological assessment. Clinical diagnosis was made independent of ANAM test results and resulted in a diagnostic mix of both neurologic and psychologic etiologies. ANAM scores predictive of presence of confirmed diagnosis were identified using multiple logistic regression and the predictive ability of the resulting model was quantified using receiver operator characteristic analysis. Sensitivity and specificity for the ANAM when combined with anger and depressive symptom scores were 71% and 91%, respectively, with a positive predictive value of 97.5 and negative predictive value of 40.4. This combined approach provided the greatest accuracy for individual tests as well as the composite score of the ANAM in identifying those who received a subsequent clinical diagnosis. Although data should be replicated in larger samples, these results suggest that ANAM may have predictive value and may be a useful screening tool for identifying those who would likely benefit from neuropsychological services.
机译:自动神经心理学评估度量(ANAM)是基于计算机的测试库,其设计用于在单个时间点或纵向测量用于检测认知变化的认知功能。本研究试图将Anam验证为在门诊环境中存在确诊的神经心理学诊断的认知筛查工具。对关门性神经心理学评估的139名患者进行了回顾性数据分析。临床诊断与ANAM测试结果无关,并导致神经系统和心理学病因的诊断组合。使用多重逻辑回归鉴定了使用多元逻辑回归来识别确诊诊断的存在的ANAM评分,并且使用接收器操作员特征分析量化所得模型的预测能力。与愤怒和抑郁症状相结合时,ANAM的敏感性和特异性分别为71%和91%,阳性预测值为97.5,负面预测值为40.4。这种组合方法为个人测试提供了最大的准确性以及识别接受随后的临床诊断的人中的ANAM的综合评分。虽然数据应该在较大的样本中复制,但这些结果表明ANAM可能具有预测值,并且可以是用于识别可能受益于神经心理服务的人的有用筛选工具。

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