Effectiveness of IMPUTE ADT-1 mobile application in children with autism spectrum disorder: An interim analysis of an ongoing randomized controlled trial

IF 0.8 Q4 CLINICAL NEUROLOGY Journal of Neurosciences in Rural Practice Pub Date : 2024-02-13 DOI:10.25259/jnrp_599_2023
P. Panda, Aman Elwadhi, Diksha Gupta, Achanya Palayullakandi, A. Tomar, Mayank Singh, Antara Vyas, Deepak Kumar, I. Sharawat
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Abstract

IMPUTE Inc., a software firm dedicated to healthcare technology, has developed a mobile medical application known as IMPUTE ADT-1 for children with autism spectrum disorder (ASD) based on the principle of applied behavior analysis. The primary objective of this trial was to compare the efficacy of add-on treatment with IMPUTE ADT-1 in children with ASD aged two to six years as compared to standard care alone for 12 weeks (in terms of change in Autism Diagnostic Observation Schedule [ADOS-2] scores). The secondary objective of the study was to assess the compliance with IMPUTE ADT-1 among participants and also to evaluate the feedback of parents regarding IMPUTE ADT-1 at the end of 12 weeks. The application provides personalized programs tailored to each user’s needs, and the program evolves based on the user’s progress. It also utilizes face tracking, eye tracking, and body tracking to gather behavior-related information for each child and apply it in reinforcement learning employing artificial intelligence-based algorithms. Till the time of interim analysis, 37 and 33 children had completed 12-week follow-up in IMPUTE ADT-1 and control arm. At 12 weeks, as compared to baseline, change in social affect domain, repetitive ritualistic behavior domain, total ADOS-2 score, and ADOS-2 comparison score was better in the intervention group as compared to the control group (P < 0.001 for all). A total of 30 (81%), 28 (75%), and 29 (78%) caregivers in the IMPUTE ADT-1 group believed that the ADT-1 app improved their child’s verbal skills, social skills, and reduced repetitive behavior, respectively. IMPUTE ADT-1 mobile application has the efficacy to improve the severity of autism symptoms in children. Parents of these children also feel that the application is beneficial for improving the socialization and verbal communication of their children.
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IMPUTE ADT-1 移动应用程序对自闭症谱系障碍儿童的疗效:正在进行的随机对照试验的中期分析
本试验的主要目的是比较在2至6岁的自闭症谱系障碍(ASD)儿童中使用IMPUTE ADT-1附加治疗与单独标准护理12周的疗效(自闭症诊断观察表[ADOS-2]评分变化)。该研究的次要目标是评估参与者对 IMPUTE ADT-1 的依从性,并在 12 周结束时评估家长对 IMPUTE ADT-1 的反馈意见。该应用软件可根据每位用户的需求量身定制个性化程序,并根据用户的进展情况不断改进程序。它还利用面部追踪、眼球追踪和身体追踪来收集每个儿童的行为相关信息,并将其应用于基于人工智能算法的强化学习中。截至中期分析时,分别有 37 名和 33 名儿童完成了 IMPUTE ADT-1 和对照组的 12 周随访。12周时,与基线相比,干预组的社会情感领域、重复仪式行为领域、ADOS-2总分和ADOS-2比较分的变化均优于对照组(P均<0.001)。IMPUTE ADT-1组中分别有30名(81%)、28名(75%)和29名(78%)护理人员认为ADT-1应用程序提高了他们孩子的语言能力、社交能力并减少了重复行为。IMPUTE ADT-1 移动应用程序可有效改善儿童自闭症症状的严重程度,这些儿童的家长也认为该应用程序有利于提高儿童的社交能力和语言沟通能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
2.10
自引率
0.00%
发文量
129
审稿时长
22 weeks
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