Barrett J R, deParedes E S, Dwyer S J, Merickel M B, Hutchinson T E
Department of Biomedical Engineering, University of Virginia, Charlottesville 22908, USA.
Acad Radiol. 1994 Sep;1(1):40-5. doi: 10.1016/s1076-6332(05)80782-2.
The visual process that radiologists use for diagnosis is incompletely understood. This study developed techniques to unobtrusively track direction and pupil diameter of radiologists reading a wide variety of films. We evaluated the eye gaze patterns of mammographic experts to gain knowledge that might improve the rate of early detection of breast cancer.
A video camera with a near-infrared light filter is pointed at the mammographic expert who is reading mammograms. The video images are analyzed in real time on a personal computer to detect eye gaze direction and pupil diameter. Two separate trials were used: 1) to demonstrate the system's speed and ability to work with mammograms (a brief test with one mammographer was used) and 2) four mammographic experts evaluated 14 mammograms.
In the first trial, the system successfully tracked the eye gaze of a mammographer who quickly recognized the patient case, with the pupil diameter briefly increasing 40%, and then the gaze direction dwelling in an area of microcalcifications. In the second trial, 66% of the false-positive results for films with masses were associated with long eye gaze dwells, whereas 33% of the prolonged dwells for films with microcalcifications were associated with true-positive diagnoses.
This near-infrared light system successfully tracked the eye gaze direction and pupil diameter of mammographic experts evaluating films. The association of long eye gaze dwells with diagnostic accuracy varied with the type of object being viewed. In films with masses, false-positive diagnoses were associated with long dwells. In films with microcalcifications, true-positive diagnoses were associated with long dwells.
放射科医生用于诊断的视觉过程尚未完全被理解。本研究开发了一些技术,用于在不引人注意的情况下追踪放射科医生阅读各种影像时的视线方向和瞳孔直径。我们评估了乳腺钼靶专家的眼动注视模式,以获取可能提高乳腺癌早期检测率的知识。
一台带有近红外滤光片的摄像机对准正在阅读乳腺钼靶影像的专家。视频图像在个人电脑上进行实时分析,以检测视线方向和瞳孔直径。使用了两项独立试验:1)展示该系统处理乳腺钼靶影像的速度和能力(对一名乳腺钼靶医生进行了简短测试),以及2)四名乳腺钼靶专家评估了14幅乳腺钼靶影像。
在第一次试验中,该系统成功追踪了一名能快速识别患者病例的乳腺钼靶医生的视线,其瞳孔直径短暂增加了40%,然后视线方向停留在微钙化区域。在第二次试验中,有肿块影像的假阳性结果中,66%与长时间的视线停留有关,而有微钙化影像的长时间停留中,33%与真阳性诊断有关。
这个近红外光系统成功追踪了评估影像的乳腺钼靶专家的视线方向和瞳孔直径。长时间的视线停留与诊断准确性的关联因所观察对象的类型而异。在有肿块的影像中,假阳性诊断与长时间停留有关。在有微钙化的影像中,真阳性诊断与长时间停留有关。