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Left ear advantage in speech-related dichotic listening is not specific to auditory processing disorder in children: A machine-learning fMRI and DTI study

机译:语音相关的二项听觉的左耳优势并非仅针对儿童的听觉加工障碍:一项机器学习的fMRI和DTI研究

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摘要

Dichotic listening (DL) tests are among the most frequently included in batteries for the diagnosis of auditory processing disorders (APD) in children. A finding of atypical left ear advantage (LEA) for speech-related stimuli is often taken by clinical audiologists as an indicator for APD. However, the precise etiology of ear advantage in DL tests has been a source of debate for decades. It is uncertain whether a finding of LEA is truly indicative of a sensory processing deficit such as APD, or whether attentional or other supramodal factors may also influence ear advantage. Multivariate machine learning was used on diffusion tensor imaging (DTI) and functional MRI (fMRI) data from a cohort of children ages 7–14 referred for APD testing with LEA, and typical controls with right-ear advantage (REA). LEA was predicted by: increased axial diffusivity in the left internal capsule (sublenticular region), and decreased functional activation in the left frontal eye fields (BA 8) during words presented diotically as compared to words presented dichotically, compared to children with right-ear advantage (REA). These results indicate that both sensory and attentional deficits may be predictive of LEA, and thus a finding of LEA, while possibly due to sensory factors, is not a specific indicator of APD as it may stem from a supramodal etiology.
机译:听力测试(DL)是电池中最常用于诊断儿童听觉加工障碍(APD)的测试之一。临床听力学家通常将发现与语音有关的刺激的非典型左耳优势(LEA)作为APD的指标。然而,数十年来,DL测试中耳部优势的确切病因一直是争论的焦点。尚不确定LEA的发现是否确实指示感觉处理缺陷,例如APD,或者注意力或其他超模态因素是否也可能影响耳朵的优势。多变量机器学习用于来自7-14岁儿童队列的扩散张量成像(DTI)和功能性MRI(fMRI)数据,用于LEA的APD测试以及具有右耳优势(REA)的典型对照。 LEA的预测方法是:与右耳儿童相比,与双耳儿童相比,左眼内囊(眼突下区域)的轴向扩散性增加,而左额眼视野(BA 8)中的功能激活降低。优势(REA)。这些结果表明,感觉和注意缺陷均可预测LEA,因此,可能由于感觉因素而导致的LEA的发现不是APD的特定指标,因为它可能源于超模态病因。

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