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开发一种本体学来描述精神功能
Maryanne J Sacco1, Guy Divita1, Elizabeth Rasch1
1Rehabilitation Medicine Department, Epidemiology and Biostatistics Section, National Institutes of Health, Clinical Center, Bethesda, MD, USA.
Disability and rehabilitation
|September 13, 2023
概括
这项研究开发了一种新的精神功能本体学,增强了对自然语言处理 (NLP) 工具的分类. 这种方法支持残疾确定和行为健康研究.
科学领域:
- 本体论的发展发展 本体论的发展
- 医疗分类系统的医疗分类系统.
- 自然语言处理 (NLP) 是一种自然语言处理.
背景情况:
- 精神功能分类是不发达的.
- 功能,残疾和健康的国际分类 (ICF) 为概念化功能提供了一个框架.
- 临床记录包含了NLP应用的有价值的功能信息.
研究的目的:
- 开发一种概念和方法方法,将功能信息整合到一个本体学中.
- 为了更好的分类,对心理功能进行分类.
- 为了支持美国社会保障局 (SSA) 在他们的用例中.
主要方法:
- 概念化和定义心理功能对于开发NLP工具至关重要.
- 使用ICF作为一个框架,在活动和参与层面上概念化心理功能.
- 通过重新排列,重新分类和整合ICF组件,开发了一种精神功能领域本体学.
主要成果:
- 将ICF组件直接调整为应用的本体学提出了概念上的挑战.
- 对ICF组件的重新安排是必要的,以充分支持社会保障残疾确定过程.
- 开发的本体学有效地对心理功能进行了分类.
结论:
- 开发的本体学为分类心理功能提供了一个强大的框架.
- 这些发现对未来的NLP努力在行为健康结果和政策研究方面有影响.
- 该方法支持残疾确定过程.
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