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Development and validation of an app-based cell counter for use in the clinical laboratory setting

机译:开发和验证用于临床实验室环境的基于应用程序的细胞计数器

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Introduction:For decades cellular differentials have been generated exclusively on analog tabletop cell counters. With the advent of tablet computers, digital cell counters – in the form of mobile applications (“apps”) – now represent an alternative to analog devices. However, app-based counters have not been widely adopted by clinical laboratories, perhaps owing to a presumed decrease in count accuracy related to the lack of tactile feedback inherent in a touchscreen interface. We herein provide the first systematic evidence that digital cell counters function similarly to standard tabletop units.Methods:We developed an app-based cell counter optimized for use in the clinical laboratory setting. Paired counts of 188 peripheral blood smears and 62 bone marrow aspirate smears were performed using our app-based counter and a standard analog device. Differences between paired data sets were analyzed using the correlation coefficient, Student's t-test for paired samples and Bland–Altman plots.Results:All counts showed excellent agreement across all users and touch screen devices. With the exception of peripheral blood basophils (r = 0.684), differentials generated for the measured cell categories within the paired data sets were highly correlated (all r ≥ 0.899). Results of paired t-tests did not reach statistical significance for any cell type (all P > 0.05), and Bland–Altman plots showed a narrow spread of the difference about the mean without evidence of significant outliers.Conclusions:Our analysis suggests that no systematic differences exist between cellular differentials obtained via app-based or tabletop counters and that agreement between these two methods is excellent.
机译:简介:数十年来,仅在模拟台式细胞计数器上才产生细胞差异。随着平板电脑的出现,以移动应用程序(“ apps”)形式出现的数字单元计数器现在已经成为模拟设备的替代品。但是,基于应用程序的计数器尚未被临床实验室广泛采用,这可能是由于与触摸屏界面固有的缺乏触觉反馈有关的计数精度下降所致。我们在此提供了第一个系统的证据,证明数字细胞计数器的功能类似于标准台式设备。方法:我们开发了一种基于应用程序的细胞计数器,针对临床实验室环境进行了优化。使用我们基于应用程序的计数器和标准模拟设备对188个外周血涂片和62个骨髓穿刺涂片进行配对计数。使用相关系数,配对样本的学生t检验和Bland-Altman图分析了配对数据集之间的差异。结果:所有用户和触摸屏设备之间的计数均显示出极好的一致性。除外周血嗜碱性粒细胞外(r = 0.684),在配对数据集中为所测细胞类别生成的差异高度相关(所有r≥0.899)。配对t检验的结果对任何细胞类型均无统计学意义(所有P> 0.05),并且Bland–Altman图显示均值差异的狭窄分布,而没有明显的离群值证据。结论:我们的分析表明,没有通过基于应用程序的计数器或桌面计数器获得的细胞差异之间存在系统差异,这两种方法之间的一致性非常好。

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