College of Optometry, The Ohio State University, Columbus, OH, USA.
College of Optometry, The Ohio State University, Columbus, OH, USA.
Vision Res. 2020 Jun;171:84-94. doi: 10.1016/j.visres.2018.05.009. Epub 2018 Jun 21.
Reading is slow and difficult for people with central vision loss who must rely on their peripheral vision. It has been shown that practicing on a letter-recognition task can increase peripheral reading speed, and that the training-related improvement is attributable mainly to reduced crowding. Since there is a high degree of variability in the vision conditions across people with central vision loss, a one-size-fits-all training protocol may not be adequate or appropriate for these patients. In this study, we target two aspects of training-training task and individual customization, and propose a training paradigm that focuses on reducing crowding and tailors training for each individual using an adaptive method. Seven normally-sighted adults were trained with four daily sessions of identifying crowded letters presented at various positions 10° below fixation in a pre/post design. During the training, a dynamic cue (jitter motion) was applied to target letters to modulate crowding. Amplitude of motion was varied on a block by block basis according to individual performance to maintain task difficulty near a pre-defined level (80% accuracy in letter recognition). We found that motion amplitude gradually reduced as training progressed, indicating a reduction in crowding. Following training, reading speed (measured using RSVP method) showed a significant improvement in both the trained (49%) and untrained (50%) visual fields. Despite showing similar improvement as observed in the previous training studies, our adaptive training method demands less effort and, most importantly, offers customization for each individual trainee.
对于依赖周边视觉的中心视力丧失患者来说,阅读速度较慢且困难。已经表明,在字母识别任务上进行练习可以提高周边阅读速度,并且训练相关的改善主要归因于拥挤度的降低。由于中心视力丧失患者的视力状况存在高度变异性,因此一刀切的训练方案可能对这些患者来说不够充分或合适。在这项研究中,我们关注训练任务和个体定制两个方面,并提出了一种训练范式,该范式专注于减少拥挤度,并使用自适应方法为每个个体定制训练。七名正常视力成年人在一个预/后设计中,以每日四节课的形式接受识别固定在注视点下方 10°的各种位置上的拥挤字母的训练。在训练过程中,向目标字母应用动态提示(抖动运动)以调节拥挤度。根据个体表现,逐块改变运动幅度,以保持任务难度接近预设水平(字母识别准确率为 80%)。我们发现,随着训练的进行,运动幅度逐渐减小,表明拥挤度降低。训练后,使用 RSVP 方法测量的阅读速度在训练(49%)和未训练(50%)视野中均有显著提高。尽管我们的自适应训练方法与之前的训练研究中观察到的相似,但它需要的努力较少,最重要的是,为每个个体受训者提供定制化服务。