Center for Applied Brain and Cognitive Sciences, Tufts University, Medford, MA, United States of America.
Department of Psychology, University of Utah, Salt Lake City, UT, United States of America.
PLoS One. 2023 Mar 9;18(3):e0282616. doi: 10.1371/journal.pone.0282616. eCollection 2023.
Adaptive gain theory proposes that the dynamic shifts between exploration and exploitation control states are modulated by the locus coeruleus-norepinephrine system and reflected in tonic and phasic pupil diameter. This study tested predictions of this theory in the context of a societally important visual search task: the review and interpretation of digital whole slide images of breast biopsies by physicians (pathologists). As these medical images are searched, pathologists encounter difficult visual features and intermittently zoom in to examine features of interest. We propose that tonic and phasic pupil diameter changes during image review may correspond to perceived difficulty and dynamic shifts between exploration and exploitation control states. To examine this possibility, we monitored visual search behavior and tonic and phasic pupil diameter while pathologists (N = 89) interpreted 14 digital images of breast biopsy tissue (1,246 total images reviewed). After viewing the images, pathologists provided a diagnosis and rated the level of difficulty of the image. Analyses of tonic pupil diameter examined whether pupil dilation was associated with pathologists' difficulty ratings, diagnostic accuracy, and experience level. To examine phasic pupil diameter, we parsed continuous visual search data into discrete zoom-in and zoom-out events, including shifts from low to high magnification (e.g., 1× to 10×) and the reverse. Analyses examined whether zoom-in and zoom-out events were associated with phasic pupil diameter change. Results demonstrated that tonic pupil diameter was associated with image difficulty ratings and zoom level, and phasic pupil diameter showed constriction upon zoom-in events, and dilation immediately preceding a zoom-out event. Results are interpreted in the context of adaptive gain theory, information gain theory, and the monitoring and assessment of physicians' diagnostic interpretive processes.
适应增益理论提出,探索和开发控制状态之间的动态转换由蓝斑去甲肾上腺素系统调制,并反映在紧张和相位瞳孔直径上。本研究在一个具有重要社会意义的视觉搜索任务的背景下测试了该理论的预测:医生(病理学家)对乳房活检数字全玻片图像的审查和解释。当搜索这些医学图像时,病理学家会遇到困难的视觉特征,并间歇性地放大以检查感兴趣的特征。我们提出,在图像审查过程中,紧张和相位瞳孔直径的变化可能与感知难度和探索与开发控制状态之间的动态转换相对应。为了检验这种可能性,我们监测了视觉搜索行为以及紧张和相位瞳孔直径,同时病理学家(N = 89)解释了 14 张乳房活检组织的数字图像(总共审查了 1,246 张图像)。在查看图像后,病理学家提供了诊断并对图像的难度水平进行了评分。对紧张性瞳孔直径的分析研究了瞳孔扩张是否与病理学家的难度评分、诊断准确性和经验水平有关。为了研究相位瞳孔直径,我们将连续的视觉搜索数据解析为离散的缩放进和缩放出事件,包括从低倍放大到高倍放大(例如,1×到 10×)的转换以及相反的转换。分析研究了缩放进和缩放出事件是否与相位瞳孔直径变化有关。结果表明,紧张性瞳孔直径与图像难度评分和缩放水平有关,而相位瞳孔直径在缩放进事件时收缩,在缩放出事件之前扩张。结果在适应增益理论、信息增益理论以及医生诊断解释过程的监测和评估的背景下进行了解释。