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人工智能、虚拟现实和机器人技术推动自闭症诊断和治疗的发展。

AI, Virtual Reality, and Robots Advancing Autism Diagnosis and Therapy.

出版信息

IEEE Pulse. 2021 Sep-Oct;12(5):6-10. doi: 10.1109/MPULS.2021.3113092.

DOI:10.1109/MPULS.2021.3113092
PMID:34714733
Abstract

Autism spectrum disorder (ASD) is a challenge in multiple ways. Just getting diagnosed can take months of visits to doctors and specialists. After the diagnosis, children are often put on long waiting lists to begin therapy, which itself consists of frequent sessions that while helpful, are usually quite taxing for both the children and their parents. And while child-directed therapies are available, adults who are on the spectrum often find little continuing support. Recent technologies are using artificial intelligence (AI), machine learning (ML), virtual reality (VR), and other advanced methods to address all of those issues with faster and easier diagnostics, and in-home therapeutic approaches designed for all ages.

摘要

自闭症谱系障碍(ASD)在多个方面都是一个挑战。仅仅确诊可能就需要数月时间,多次看医生和专家。确诊后,孩子们往往要长时间等待才能开始接受治疗,而治疗本身包括频繁的治疗,虽然有帮助,但通常对孩子和他们的父母来说都是相当累人的。虽然有针对儿童的治疗方法,但处于谱系中的成年人往往发现几乎没有持续的支持。最近的技术正在使用人工智能(AI)、机器学习(ML)、虚拟现实(VR)和其他先进方法,通过更快、更简单的诊断,以及针对所有年龄段的家庭治疗方法来解决所有这些问题。

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引用本文的文献

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Early Screen Exposure and Developmental Abnormalities: Understanding the Trepidations of "Virtual Autism".早期屏幕暴露与发育异常:解读“虚拟自闭症”的担忧
Indian J Psychol Med. 2024 Aug 4:02537176241263310. doi: 10.1177/02537176241263310.
2
A novel approach for ASD recognition based on graph attention networks.一种基于图注意力网络的自闭症谱系障碍(ASD)识别新方法。
Front Comput Neurosci. 2024 Apr 10;18:1388083. doi: 10.3389/fncom.2024.1388083. eCollection 2024.
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Systematic bibliometric and visualized analysis of research hotspots and trends in artificial intelligence in autism spectrum disorder.
自闭症谱系障碍人工智能研究热点与趋势的系统文献计量学及可视化分析
Front Neuroinform. 2023 Dec 6;17:1310400. doi: 10.3389/fninf.2023.1310400. eCollection 2023.
4
Detecting autism from picture book narratives using deep neural utterance embeddings.使用深度神经网络话语嵌入来从绘本故事中检测自闭症。
Int J Lang Commun Disord. 2022 Sep;57(5):948-962. doi: 10.1111/1460-6984.12731. Epub 2022 May 12.