Machine Learning Assessment of Next-Day Migraine Likelihood
Machine Learning Assessment Of Next-Day Migraine Likelihood Collected Via The Nerivio App
1 other identifier
observational
53,065
1 country
1
Brief Summary
Development of a machine learning (ML) algorithm for assessment of next-day migraine likelihood, drawing on self-reported migraine-related information, and geographic location, collected via the Nerivio app- a mobile application used for migraine treatment by the Remote Electrical Neuromodulation (REN) wearable device.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Feb 2025
Shorter than P25 for all trials
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
February 7, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
August 1, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
August 20, 2025
CompletedFirst Submitted
Initial submission to the registry
November 9, 2025
CompletedFirst Posted
Study publicly available on registry
November 12, 2025
CompletedNovember 12, 2025
November 1, 2025
6 months
November 9, 2025
November 11, 2025
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Precision of the prediction model
The percentage of migraine days correctly predicted, out of all predicted days.
24 hours
Secondary Outcomes (5)
Specificity of the prediction model
24 hours
Sensitivity of the prediction model
24 hours
Accuracy of the prediction model
24 hours
Area Under the Curve (AUC)
24 hours
F1 score for the prediction model
24 hours
Study Arms (1)
Migraine patients who used the Nerivio device app
Nerivio users age 8 and above, who had filled at least 2 daily diaries or pre-treatment reports via the Nerivio app during the same month.
Eligibility Criteria
Migraine patients that were prescribed and treated their migraine with the Nerivio device
You may qualify if:
- \- Nerivio users age 8 and above.
- \- Filled at least 2 daily diaries/ pre-treatment reports via the Nerivio app during the same month.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Theranica USA Inc
Bridgewater, New Jersey, 08807, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- STUDY DIRECTOR
Liron Rabany, PhD
Theranica Bio-Electronics ltd
Study Design
- Study Type
- observational
- Observational Model
- OTHER
- Time Perspective
- RETROSPECTIVE
- Sponsor Type
- INDUSTRY
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
November 9, 2025
First Posted
November 12, 2025
Study Start
February 7, 2025
Primary Completion
August 1, 2025
Study Completion
August 20, 2025
Last Updated
November 12, 2025
Record last verified: 2025-11