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Influence of 8-bit vs 11-bit Digital Displays on Observer Performance and Visual Search: A Multi-Center Evaluation

机译:8位和11位数字显示器对观察者性能和视觉搜索的影响:多中心评估

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Monochrome monitors typically display 8 bits of data (256 shades of gray) at one time. This study determined if monitors that can display a wider range of grayscale information (11-bit) can improve observer performance and decrease the use of window/level in detecting pulmonary nodules. Three sites participated using 8 and 11-bit displays from three manufacturers. At each site, six radiologists reviewed 100 DR chest images on both displays. There was no significant difference in ROC Az (F = 0.0374, p = 0.8491) as a function of 8 vs 11 bit-depth. Average Az across all observers with 8-bits was 0.8284 and with 11 -bits was 0.8253. There was a significant difference in overall viewing time (F = 10.209, p = 0.0014) favoring the 11-bit displays. Window/level use did not differ significantly for the two types of displays. Eye position recording on a subset of images at one site showed that cumulative dwell times for each decision category were lower with the 11-bit than with the 8-bit display. T-tests for paired observations showed that the TP (t = 1.452, p = 0.1507), FN (t = 0.050, p = 0.9609) and FP (t = 0.042, p = 0.9676) were not statistically significant. The difference for the TN decisions was statistically significant (t = 1.926, p = 0.05). 8-bit displays will not impact negatively diagnostic accuracy, but using 11-bit displays may improve workflow efficiency.
机译:单色监视器通常一次显示8位数据(256级灰度)。这项研究确定了可以显示更大范围灰度信息(11位)的监视器是否可以提高观察者的性能并减少检测肺结节的窗口/水平的使用。三个站点使用了来自三个制造商的8位和11位显示器进行了参与。在每个站点,六位放射科医生在两个显示器上检查了100张DR胸部图像。 ROC Az(F = 0.0374,p = 0.8491)随8位深度对11位深度的变化没有显着差异。所有8位观察者的平均Az是0.8284,而11位观察者的平均Az是0.8253。总观看时间存在显着差异(F = 10.209,p = 0.0014),有利于11位显示。对于两种类型的显示器,窗口/级别的使用没有显着差异。在一个位置的图像子集上记录的眼睛位置表明,使用11位显示器时,每个决策类别的累积停留时间要短于使用8位显示器时的停留时间。配对观察的T检验显示TP(t = 1.452,p = 0.1507),FN(t = 0.050,p = 0.9609)和FP(t = 0.042,p = 0.9676)没有统计学意义。 TN决策的差异具有统计学意义(t = 1.926,p = 0.05)。 8位显示不会对诊断准确性产生负面影响,但是使用11位显示可以提高工作流程效率。

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