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A clinical test battery for Better Hearing Rehabilitation (BEAR): Towards the prediction of individual auditory deficits and hearing-aid benefit

机译:临床测试电池,用于更好的听力康复(BEAR):对预测个人听觉赤字和助剂效益

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One aim of the Better Hearing Rehabilitation (BEAR) project is to define a new clinical profiling tool, a test battery, for individualized hearing loss characterization. Recently, Sanchez-Lopez et al. (2019) proposed a test battery that includes six types of measures: audibility, middle-ear analysis, speech perception, binaural-processing abilities, loudness perception, and spectro-temporal resolution. The results of 75 listeners were analyzed using a data-driven approach (Sanchez-Lopez et al., 2018), which provided evidence for the existence of two independent sources of distortion and four different auditory profiles. The classification of the listeners into auditory profiles allows the prediction of the performance of the listeners on different psychoacoustic tasks as well as their expected aided speech intelligibility. For clinical practice, a decision tree with a small set of highly predictive tests is desirable for an efficient classification of hearing-impaired individuals. The main aim of the present study was to investigate the optimal decision tree and to propose a clinically feasible test battery with a minimum number of tests for accurate listener classification. The clinical test battery will be used in a large-scale field study that will help implement a hearing-aid fitting protocol for better hearing rehabilitation.
机译:更好的听力康复(BEAR)项目的一个目的是定义一个新的临床分析工具,测试电池,用于个性化听力损失表征。最近,桑切斯 - 洛佩兹等。 (2019)提出了一种测试电池,包括六种类型的措施:可听性,中耳分析,语音感知,双耳处理能力,响度感知和光谱 - 时间分辨率。使用数据驱动方法(Sanchez-Lopez等,2018)分析了75次听众的结果,为存在两个独立的失真来源和四种不同的听觉概况提供了证据。听觉器进入听觉配置文件的分类允许预测听众对不同的心理声学任务以及预期的辅助语音可懂度。对于临床实践,对于有效的听力障碍的个人有效分类,希望具有一小组高度预测性测试的决策树。本研究的主要目的是调查最佳决策树,并提出临床可行的测试电池,具有最小次数的准确倾听者分类。临床测试电池将用于大规模的实地研究,可以帮助实现助听器配合协议,以便更好地听力康复。

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