Skip to main content
MedPath Trial logoMedPath TrialMedPath Trial Home
Clinical Trials/NCT05204316
NCT05204316CompletedNot Applicable

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

University Hospital, Ghent1 site in 1 country2 target enrollmentStarted: January 13, 2022Last updated:
Share to TwitterShare to FacebookShare to LinkedInShare to Reddit
Conditions
Interventions

Trial Snapshot

Phase
Not Applicable
Status
Completed
Enrollment
2
Locations
1
Primary Endpoint
Linguistic analysis of texts
Study OverviewStudy DesignEligibility CriteriaArms & InterventionsOutcomesInvestigatorsSitesRecords & IdentifiersSimilar Trials

Study Overview

Brief Summary

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.

Study Design

Study Type
Interventional
Allocation
Na
Intervention Model
Single Group
Primary Purpose
Other
Masking
None

Eligibility Criteria

Ages
18 Years to — (Adult, Older Adult)
Sex
All
Accepts Healthy Volunteers
No

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

Arms & Interventions

Participants

Experimental

Participants will provide spoken narratives on their headache disorder

Intervention: Digital Analysis of Speech (Other)

Outcomes

Primary Outcomes

Linguistic analysis of texts

Time Frame: through study completion, an average of 1 year

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

Secondary Outcomes

  • 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)

Investigators

Sponsor Class
Other
Responsible Party
Sponsor

Study Sites (1)

Loading locations...

Similar Trials

Completed
Not Applicable
Natural Language Processing for Headache MedicineHeadache DisordersMigraine
NCT05377437University Hospital, Ghent187
Completed
Not Applicable
An Open Internet-based Survey and Natural Language Processing Project Analysing Written Monologues by Headache PatientsTACSSecondary Headache DisorderCluster HeadacheHeadache DisordersTension-Type HeadacheMigraine Disorders
NCT05153876University Hospital, Ghent1,150
Recruiting
Not Applicable
Investigation on primary headache disordersHeadache
JPRN-UMIN000042358Department of Neurology, Keio University School of Medicine500
Completed
Not Applicable
Non-Rhinologic Etiologies of Headaches and Facial Pain in Tertiary Care SettingHeadacheSinusitisRhinitisFacial Pain
NCT00355160Penn State University20
Active, not recruiting
Not Applicable
GAIN Symptoms: Post-traumatic HeadachePost-Traumatic HeadacheConcussion, MildMTBI - Mild Traumatic Brain Injury
NCT05857761University of Aarhus62