跳至主要内容
临床试验/NCT05204316
NCT05204316已完成不适用

NLP Headache Speech (NLPH-SPEECH): a Cross-sectional Study on Natural Language Processing Analysing Spoken Monologues by Headache Patients

University Hospital, Ghent2 个研究点 分布在 1 个国家目标入组 2 人开始时间: 2022年1月13日最近更新:
适应症

试验速览

阶段
不适用
状态
已完成
入组人数
2
试验地点
2
主要终点
Linguistic analysis of texts

研究概览

简要总结

The research collects spoken descriptions of headache disorders by participants with headache disorders. The speech recordings are analyzed by natural language processing (NLP) tools to analyse linguistic properties of the texts and to obtain insight into the potential of NLP machine learning models for the recognition of headache syndromes of the participants.

研究设计

研究类型
Interventional
分配方式
Na
干预模型
Single Group
主要目的
Other
盲法
None

入排标准

年龄范围
18 Years 至 —(Adult, Older Adult)
性别
All
接受健康志愿者

入选标准

  • is a patient of the tertiary headache clinic at Ghent University Hospital
  • is 18 years or older
  • has Dutch as native speaking language

排除标准

  • has difficulties in producing spoken language
  • has limited or no knowledge of Dutch

结局指标

主要结局

Linguistic analysis of texts

时间窗: through study completion, an average of 1 year

Descriptive linguistic analysis of lexical choices, sentence formation and thematic content within the texts

次要结局

  • Machine learning modelling for classification of headache disorders(through study completion, an average of 1 year)
  • Machine learning modelling for estimation of headache impact scores(through study completion, an average of 1 year)

研究者

申办方类型
Other
责任方
Sponsor

研究点 (2)

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