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

NCT ID: NCT05204316

Last Updated: 2024-05-16

Study Results

Results pending

The study team has not published outcome measurements, participant flow, or safety data for this trial yet. Check back later for updates.

Basic Information

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Recruitment Status

COMPLETED

Clinical Phase

NA

Total Enrollment

2 participants

Study Classification

INTERVENTIONAL

Study Start Date

2022-01-13

Study Completion Date

2023-12-31

Brief Summary

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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.

Detailed Description

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Conditions

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Headache Disorders

Study Design

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Allocation Method

NA

Intervention Model

SINGLE_GROUP

Primary Study Purpose

OTHER

Blinding Strategy

NONE

Study Groups

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Participants

Participants will provide spoken narratives on their headache disorder

Group Type EXPERIMENTAL

Digital Analysis of Speech

Intervention Type OTHER

Recordings will be transcribed manually to written digital text formats, on which NLP tools such as tokenisation and lexical analysis will be performed.

Interventions

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Digital Analysis of Speech

Recordings will be transcribed manually to written digital text formats, on which NLP tools such as tokenisation and lexical analysis will be performed.

Intervention Type OTHER

Eligibility Criteria

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Inclusion Criteria

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

Exclusion Criteria

* has difficulties in producing spoken language
* has limited or no knowledge of Dutch
Minimum Eligible Age

18 Years

Eligible Sex

ALL

Accepts Healthy Volunteers

No

Sponsors

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University Hospital, Ghent

OTHER

Sponsor Role lead

Responsible Party

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Responsibility Role SPONSOR

Locations

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UZ Gent - Dienst Neurologie

Ghent, , Belgium

Site Status

Countries

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Belgium

Other Identifiers

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BC-10619

Identifier Type: -

Identifier Source: org_study_id

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