Context-awareness, Physiological Monitoring, and Machine Learning in Migraine and Cluster Headache
COPIMAC
Contextuele Analyse, Fysiologische Metingen en Machinaal Leren Voor Migraine en Clusterhoofdpijn (COPIMAC Studie)
1 other identifier
observational
19
1 country
1
Brief Summary
This is an observational, longitudinal cohort pilot study measuring physiological signals through wearable sensors combined with machine learning algorithms to detect behaviour, stress and headaches in patients with migraine and cluster headache.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for all trials
Started Jul 2020
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
July 1, 2020
CompletedFirst Submitted
Initial submission to the registry
June 24, 2021
CompletedFirst Posted
Study publicly available on registry
July 2, 2021
CompletedPrimary Completion
Last participant's last visit for primary outcome
July 31, 2021
CompletedStudy Completion
Last participant's last visit for all outcomes
July 31, 2021
CompletedDecember 5, 2022
December 1, 2022
1.1 years
June 24, 2021
December 2, 2022
Conditions
Outcome Measures
Primary Outcomes (1)
Galvanic Skin Response changes
Changes in GSR through the different phases of the headache attacks
21 days
Secondary Outcomes (2)
Activity ratio
21 days
Skin temperature
21 days
Other Outcomes (6)
Prevalence of premonitory symptoms
21 days
Prevalence of cranial autonomic symptoms
21 days
Prevalence of postdromal symptoms
21 days
- +3 more other outcomes
Study Arms (2)
Migraine patients
Wearable wrist sensor + headache application on smartphone
Cluster Headache Patients
Wearable wrist sensor + headache application on smartphone
Interventions
Empatica E4 wearable wrist sensor
Eligibility Criteria
Migraine or cluster headache patients
You may qualify if:
- migraine or cluster headache diagnosis based on ICHD 3 criteria
- at least 2 attacks each month
- onset of headache syndrome before the age of 50
- if multiple headache syndromes coexist: attacks are clearly distinguishable
- participant has smartphone that he/she wants to apply for this research
You may not qualify if:
- chronic migraine patients
- history of alcohol or illicit drug abuse
- significant medical comorbidity deemed by the investigator to interfere with the study
- use of betablockers
- participating in other academic or commercial trials
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- University Hospital, Ghentlead
- University Ghentcollaborator
Study Sites (1)
University Hospital, Ghent: Department of Neurology
Ghent, 9000, Belgium
Related Publications (2)
Vandenbussche N, Van Der Donckt J, De Brouwer M, Steenwinckel B, Stojchevska M, Ongenae F, Van Hoecke S, Paemeleire K. Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks. Brain Behav. 2024 Jan;14(1):e3360. doi: 10.1002/brb3.3360.
PMID: 38376015DERIVEDDe Brouwer M, Vandenbussche N, Steenwinckel B, Stojchevska M, Van Der Donckt J, Degraeve V, Vaneessen J, De Turck F, Volckaert B, Boon P, Paemeleire K, Van Hoecke S, Ongenae F. mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients. BMC Med Inform Decis Mak. 2022 Mar 31;22(1):87. doi: 10.1186/s12911-022-01813-w.
PMID: 35361224DERIVED
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
June 24, 2021
First Posted
July 2, 2021
Study Start
July 1, 2020
Primary Completion
July 31, 2021
Study Completion
July 31, 2021
Last Updated
December 5, 2022
Record last verified: 2022-12
Data Sharing
- IPD Sharing
- Will not share