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病理学家的瞳孔扩张反映了诊断医学图像的经验水平和难度。

Pathologist pupil dilation reflects experience level and difficulty in diagnosing medical images.

作者信息

Drew Trafton, Konold Catherine E, Lavelle Mark, Brunyé Tad T, Kerr Kathleen F, Shucard Hannah, Weaver Donald L, Elmore Joann G

机构信息

University of Utah, Department of Psychology, Salt Lake City, Utah, United States.

University of New Mexico, Department of Psychology, Albuquerque, New Mexico, United States.

出版信息

J Med Imaging (Bellingham). 2023 Mar;10(2):025503. doi: 10.1117/1.JMI.10.2.025503. Epub 2023 Apr 22.

Abstract

: Digital whole slide imaging allows pathologists to view slides on a computer screen instead of under a microscope. Digital viewing allows for real-time monitoring of pathologists' search behavior and neurophysiological responses during the diagnostic process. One particular neurophysiological measure, pupil diameter, could provide a basis for evaluating clinical competence during training or developing tools that support the diagnostic process. Prior research shows that pupil diameter is sensitive to cognitive load and arousal, and it switches between exploration and exploitation of a visual image. Different categories of lesions in pathology pose different levels of challenge, as indicated by diagnostic disagreement among pathologists. If pupil diameter is sensitive to the perceived difficulty in diagnosing biopsies, eye-tracking could potentially be used to identify biopsies that may benefit from a second opinion. : We measured case onset baseline-corrected (phasic) and uncorrected (tonic) pupil diameter in 90 pathologists who each viewed and diagnosed 14 digital breast biopsy cases that cover the diagnostic spectrum from benign to invasive breast cancer. Pupil data were extracted from the beginning of viewing and interpreting of each individual case. After removing 122 trials ( ) with poor eye-tracking quality, 1138 trials remained. We used multiple linear regression with robust standard error estimates to account for dependent observations within pathologists. : We found a positive association between the magnitude of phasic dilation and subject-centered difficulty ratings and between the magnitude of tonic dilation and untransformed difficulty ratings. When controlling for case diagnostic category, only the tonic-difficulty relationship persisted. : Results suggest that tonic pupil dilation may indicate overall arousal differences between pathologists as they interpret biopsy cases and could signal a need for additional training, experience, or automated decision aids. Phasic dilation is sensitive to characteristics of biopsies that tend to elicit higher difficulty ratings and could indicate a need for a second opinion.

摘要

数字全切片成像使病理学家能够在电脑屏幕上而非显微镜下查看切片。数字查看能够在诊断过程中实时监测病理学家的搜索行为和神经生理反应。一种特定的神经生理指标,即瞳孔直径,可为评估培训期间的临床能力或开发支持诊断过程的工具提供依据。先前的研究表明,瞳孔直径对认知负荷和唤醒敏感,并且在对视觉图像的探索和利用之间切换。病理学中不同类别的病变带来不同程度的挑战,这在病理学家之间的诊断分歧中有所体现。如果瞳孔直径对活检诊断中感知到的难度敏感,那么眼动追踪可能潜在地用于识别可能需要二次诊断意见的活检病例。

我们测量了90位病理学家在查看并诊断14例数字乳腺活检病例时的病例起始基线校正(相位性)和未校正(持续性)瞳孔直径,这些病例涵盖了从良性到浸润性乳腺癌的诊断范围。瞳孔数据是从查看和解读每个病例开始时提取的。在去除122次眼动追踪质量较差的试验后,还剩下1138次试验。我们使用具有稳健标准误差估计的多元线性回归来处理病理学家内部的相关观测值。

我们发现相位性扩张幅度与以受试者为中心的难度评分之间以及持续性扩张幅度与未转换的难度评分之间存在正相关。在控制病例诊断类别时,只有持续性 - 难度关系仍然存在。

结果表明,持续性瞳孔扩张可能表明病理学家在解读活检病例时的总体唤醒差异,并且可能预示着需要额外的培训、经验或自动化决策辅助工具。相位性扩张对倾向于引发更高难度评分的活检特征敏感,并且可能表明需要二次诊断意见。

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