Suppr超能文献

支持神经发育障碍在日常环境中适应性功能的人工智能技术:一项系统综述

AI technology to support adaptive functioning in neurodevelopmental conditions in everyday environments: a systematic review.

作者信息

Perry Nina, Sun Carter, Munro Martha, Boulton Kelsie A, Guastella Adam J

机构信息

Clinic for Autism and Neurodevelopment (CAN) Research, Brain and Mind Centre, Children's Hospital Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia.

Child Neurodevelopment and Mental Health Team, Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia.

出版信息

NPJ Digit Med. 2024 Dec 19;7(1):370. doi: 10.1038/s41746-024-01355-7.

Abstract

Supports for adaptive functioning in individuals with neurodevelopmental conditions (NDCs) is of umost importance to long-term outcomes. Artificial intelligence (AI)-assistive technologies has enormous potential to offer efficient, cost-effective, and personalized solutions to address these challenges, particularly in everday environments. This systematic review examines the existing evidence for using AI-assistive technologies to support adaptive functioning in people with NDCs in everyday settings. Searches across six databases yielded 15 studies meeting inclusion criteria, focusing on robotics, phones/computers and virtual reality. Studies most frequently recruited children diagnosed with autism and targeted social skills (47%), daily living skills (26%), and communication (16%). Despite promising results, studies addressing broader transdiagnostic needs across different NDC populations are needed. There is also an urgent need to improve the quality of evidence-based research practices. This review concludes that AI holds enormous potential to support adaptive functioning for people with NDCs and for personalized health support. This review underscores the need for further research studies to advance AI technologies in this field.

摘要

对神经发育障碍(NDCs)患者的适应性功能提供支持对其长期预后至关重要。人工智能(AI)辅助技术具有巨大潜力,能够提供高效、经济且个性化的解决方案来应对这些挑战,尤其是在日常环境中。本系统综述考察了在日常环境中使用AI辅助技术来支持NDCs患者适应性功能的现有证据。对六个数据库进行检索后,有15项研究符合纳入标准,这些研究聚焦于机器人技术、电话/计算机及虚拟现实。研究中最常招募被诊断为自闭症的儿童,且目标多为社交技能(47%)、日常生活技能(26%)及沟通能力(16%)。尽管结果令人鼓舞,但仍需要针对不同NDC人群更广泛的跨诊断需求开展研究。同时,迫切需要提高循证研究实践的质量。本综述得出结论,AI在支持NDCs患者的适应性功能及个性化健康支持方面具有巨大潜力。本综述强调了进一步开展研究以推动该领域AI技术发展的必要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69d3/11659516/f48ad6448e5a/41746_2024_1355_Fig1_HTML.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验