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
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
- 否
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
研究点 (2)
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