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Diagnostic performance on briefly presented digital pathology images

机译:简要介绍的数字病理图像的诊断性能

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Background:Identifying new and more robust assessments of proficiency/expertise (finding new “biomarkers of expertise”) in histopathology is desirable for many reasons. Advances in digital pathology permit new and innovative tests such as flash viewing tests and eye tracking and slide navigation analyses that would not be possible with a traditional microscope. The main purpose of this study was to examine the usefulness of time-restricted testing of expertise in histopathology using digital images.Methods:19 novices (undergraduate medical students), 18 intermediates (trainees), and 19 experts (consultants) were invited to give their opinion on 20 general histopathology cases after 1 s and 10 s viewing times. Differences in performance between groups were measured and the internal reliability of the test was calculated.Results:There were highly significant differences in performance between the groups using the Fisher's least significant difference method for multiple comparisons. Differences between groups were consistently greater in the 10-s than the 1-s test. The Kuder–Richardson 20 internal reliability coefficients were very high for both tests: 0.905 for the 1-s test and 0.926 for the 10-s test. Consultants had levels of diagnostic accuracy of 72% at 1 s and 83% at 10 s.Conclusions:Time-restricted tests using digital images have the potential to be extremely reliable tests of diagnostic proficiency in histopathology. A 10-s viewing test may be more reliable than a 1-s test. Over-reliance on “at a glance” diagnoses in histopathology is a potential source of medical error due to over-confidence bias and premature closure.
机译:背景:出于多种原因,需要对组织病理学的熟练程度/专业知识进行新的,更可靠的评估(寻找新的“专业知识生物标志物”)。数字病理学的进步允许进行新的创新测试,例如闪光观看测试,眼动追踪和幻灯片导航分析,这是传统显微镜无法实现的。本研究的主要目的是使用数字图像检查组织病理学专业知识的时间限制测试的有效性。方法:邀请19名新手(本科生),18名中级人员(受训人员)和19名专家(顾问)进行授课。他们在1秒和10秒的观察时间后对20例一般组织病理学病例的意见。结果:使用费舍尔最小显着性差异法进行多次比较时,各组之间的性能差异非常显着。两组之间的差异在10秒内始终大于1秒测试。两种测试的Kuder–Richardson 20内部可靠性系数都很高:1-s测试为0.905,10s测试为0.926。顾问的诊断准确率在1 s时为72%,在10 s时为83%。结论:使用数字图像进行的限时测试可能是非常可靠的组织病理学诊断测试。 10秒的观看测试可能比1秒的测试更可靠。由于过度自信的偏见和过早关闭,过度依赖组织病理学“一目了然”诊断是造成医疗错误的潜在原因。

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