Medicine and Health Sciences Commons^™

Gesture Use In Children With Autism Spectrum Disorder: A Scoping Review, Jessica R. Stewart, Debra C. Vigil, Abbie Olszewski, Coryann Thornock

Communication Sciences & Disorders Faculty Publications and Presentations

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Purpose

This study reviewed the literature examining type and frequency of gesture use in children diagnosed with autism spectrum disorder (ASD) in comparison to other populations. The findings can inform future studies and programs targeting the use of gestures as an early indicator of ASD.

Methods

A six step search procedure was utilized to identify all articles exploring gesture use in children with ASD in comparison to other populations. Articles meeting inclusion criteria were double coded by the investigators with 97% agreement. Results examining type and frequency of gesture were synthesized and three common themes were identified: comparison group(s), age …

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Predicting The Outcomes Of Internet-Based Cognitive Behavioral Therapy For Tinnitus: Applications Of Artificial Neural Network And Support Vector Machine, Hansapani Rodrigo, Eldré W. Beukes, Gerhard Andersson, Vinaya Manchaiah

School of Mathematical and Statistical Sciences Faculty Publications and Presentations

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Purpose:

Internet-based cognitive behavioral therapy (ICBT) has been found to be effective for tinnitus management, although there is limited understanding about who will benefit the most from ICBT. Traditional statistical models have largely failed to identify the nonlinear associations and hence find strong predictors of success with ICBT. This study aimed at examining the use of an artificial neural network (ANN) and support vector machine (SVM) to identify variables associated with treatment success in ICBT for tinnitus.

Method:

The study involved a secondary analysis of data from 228 individuals who had completed ICBT in previous intervention studies. A 13-point reduction …

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