IEEE J Transl Eng Health Med. 2015 Mar 5;3:1600110. doi: 10.1109/JTEHM.2015.2410286. eCollection 2015.
The detection of vision problems in early childhood can prevent neurodevelopmental disorders such as amblyopia. However, accurate clinical assessment of visual function in young children is challenging. optokinetic nystagmus (OKN) is a reflexive sawtooth motion of the eye that occurs in response to drifting stimuli, that may allow for objective measurement of visual function in young children if appropriate child-friendly eye tracking techniques are available. In this paper, we present offline tools to detect the presence and direction of the optokinetic reflex in children using consumer grade video equipment. Our methods are tested on video footage of children ([Formula: see text] children and 20 trials) taken as they freely observed visual stimuli that induced horizontal OKN. Using results from an experienced observer as a baseline, we found the sensitivity and specificity of our OKN detection method to be 89.13% and 98.54%, respectively, across all trials. Our OKN detection results also compared well (85%) with results obtained from a clinically trained assessor. In conclusion, our results suggest that OKN presence and direction can be measured objectively in children using consumer grade equipment, and readily implementable algorithms.
早期儿童视力问题的检测可以预防弱视等神经发育障碍。然而,准确评估幼儿的视觉功能具有挑战性。视动性眼球震颤(OKN)是眼睛的一种反射性锯齿状运动,当漂移刺激发生时会出现,这可能允许在适当的儿童友好型眼球追踪技术可用的情况下对幼儿的视觉功能进行客观测量。在本文中,我们使用消费级视频设备为检测儿童的视动性反射的存在和方向提供了离线工具。我们的方法在儿童的视频片段上进行了测试([Formula: see text] 名儿童和 20 次试验),他们自由观察引起水平 OKN 的视觉刺激。使用经验丰富的观察者的结果作为基准,我们发现我们的 OKN 检测方法在所有试验中的灵敏度和特异性分别为 89.13%和 98.54%。我们的 OKN 检测结果与经过临床训练的评估者获得的结果(85%)也相当吻合。总之,我们的结果表明,使用消费级设备和易于实现的算法,可以客观地测量儿童的 OKN 存在和方向。