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Issues And Trends In Healthcare Delivery System01:29

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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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Updated: Jan 15, 2026

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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用人工智能改变语音语言病理学:机遇,挑战和道德准则

Georgios P Georgiou1,2

  • 1Department of Languages and Literature, University of Nicosia, Nicosia 2417, Cyprus.

Healthcare (Basel, Switzerland)
|October 16, 2025
PubMed
概括

人工智能 (AI) 增强了语音语言障碍的诊断和治疗. 负责任的AI实施需要解决数据偏见和伦理问题,以改善通信科学.

科学领域:

  • 语音语言病理学 语言病理学
  • 人工智能的人工智能
  • 通信科学 通信科学

背景情况:

  • 人工智能 (AI) 正在越来越多地影响语音障碍的诊断,治疗和管理.
  • 语音识别,自然语言处理和自动化评估方面的进步是这种转型的关键驱动力.

研究的目的:

  • 概述AI在语音语言病理学的核心应用.
  • 探索应用人工智能的新兴机遇和重大挑战.
  • 为在通信科学中负责任地使用人工智能提出道德原则.

主要方法:

  • 在语音语言病理学中对AI应用的文献综述.
  • 分析当前的技术进步及其临床整合.
  • 开发人工智能部署的伦理考虑.

主要成果:

  • 人工智能工具为改善临床决策,提高诊断准确性和增加对服务的访问提供了潜力.
  • 挑战包括数据偏差,缺乏透明度以及临床工作流集成的困难.
  • 技术发展必须伴随着强有力的道德保障.

结论:

  • 人工智能对推进语音语言病理学具有重大前景.
关键词:
人工智能的人工智能是人工智能.临床应用 临床应用伦理指南 伦理指南卫生公平性健康公平性语音语言病理学 语言病理学

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  • 应对道德挑战并确保负责任的实施对于实现人工智能的全部潜力至关重要.
  • 需要进一步的研究和开发,以有效地和道德地将AI整合到临床实践中.