利用人工智能治疗失语症:ChatGPT在支持书面表达中的作用的案例报告。

IF 1.9 Q3 REHABILITATION
Frontiers in rehabilitation sciences Pub Date : 2025-05-30 eCollection Date: 2025-01-01 DOI:10.3389/fresc.2025.1600145
Avery K Allen, Christine Brennan, Christina Riseman, Holly Kleiber, Allison I Hilger
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引用次数: 0

摘要

失语症与书面语言障碍有关,包括造句困难、找词困难和编辑困难。虽然写作辅助工具大有希望,但人工智能(AI)工具,如大型语言模型(llm),为有语言写作挑战的个人提供了新的机会。方法:本病例报告描述了使用LLM, ChatGPT来提高成人失语症的准确性,复杂性和生产力。干预结合了自生成的内容与人工智能辅助编辑,由视觉流字符和结构化提示指导。分析写作样本的句子数、复杂性和错误,同时通过调查评估患者对写作的态度。结果:当使用ChatGPT时,患者产生的句子更多,错误更少,而自写样本的总错误减少,但句子量减少,句子长度和句法复杂性增加。尽管患者需要临床医生的提示和建模才能有效地使用ChatGPT,但随着时间的推移,他发展了更大的独立性和信心。一年后,他报告继续使用ChatGPT进行创造性和交流任务。讨论:本案例强调了人工智能工具如何增强失语症患者的书面交流,并促进他们参与有意义的活动,特别是那些有使用技术经验的人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Harnessing AI for aphasia: a case report on ChatGPT's role in supporting written expression.

Harnessing AI for aphasia: a case report on ChatGPT's role in supporting written expression.

Harnessing AI for aphasia: a case report on ChatGPT's role in supporting written expression.

Harnessing AI for aphasia: a case report on ChatGPT's role in supporting written expression.

Introduction: Aphasia is associated with impairments in written language, including difficulty with sentence formulation, word finding, and editing. While writing aids show promise, artificial intelligence (AI) tools, such as large language models (LLMs), offer new opportunities for individuals with language-based writing challenges.

Methods: This case report describes the use of the LLM, ChatGPT, to improve accuracy, complexity, and productivity in an adult with aphasia. The intervention combined self-genrated content with AI-assisted editing, guided by a visual flow char and structured prompts. Writing samples were analyzed for sentence count, complexity, and errors, while the patient's attitudes toward writing were evaluated through surveys.

Results: When using ChatGPT, the patient produced more sentences with fewer errors, while self-written samples showed reduced total errors but decreased sentence production and increased sentence length and syntactic complexity. Although the patient required clinician prompting and modeling to use ChatGPT effectively, he developed greater independence and confidence over time. One year later, he reported continued use of ChatGPT for creative and communicative tasks.

Discussion: This case highlights how AI tools can enhance written communication and promote participation in meaningful activities for individuals with aphasia, especially those with prior experience using technology.

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