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通过大型语言模型和语音表示学习来增强痴呆症和认知衰退的检测

Karol Chlasta1,2, Piotr Struzik2, Grzegorz M Wójcik3

  • 1Department of Management in Networked and Digital Societies, Kozminski University, Warsaw, Poland.

Frontiers in neuroinformatics
|December 22, 2025
PubMed
概括

使用语音分析检测认知能力下降显示出早期痴呆症诊断的前景. 将GPT-4o等先进的人工智能模型与语音功能相结合,可以提高轻度认知障碍和痴呆症的预测准确度.

关键词:
认知查是指认知查.痴呆症检测 痴呆症检测 痴呆症检测大型语言模型.机器学习是机器学习.自然语言处理自然语言处理.语音表示学习学习语言表示学习基于语音的生物标志物变压器的变压器是一个变压器.

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