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Headache diagnosis system based on machine learning

Headache diagnosis system based on Information Fusion Technology

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2100044029
Enrollment
Unknown
Registered
2021-03-06
Start date
2019-12-01
Completion date
Unknown
Last updated
2021-07-12

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

primary headache

Interventions

forest,gradient&#32
Gold Standard:Clinical outcome
Index test:decision&#32
tree,&#32
random&#32
boosting,logistic&#32
regression,&#32
and&#32
SVM&#32
models

Sponsors

Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 75 Years

Inclusion criteria

Inclusion criteria: After magnetic resonance imaging (MRI) examination of the brain excluding organic brain disease, the patients were diagnosed with primary headaches.

Exclusion criteria

Exclusion criteria: 1. Neuralgia; 2. Low intracranial pressure headache; 3. Cluster headache; 4. Secondary headache.

Design outcomes

Primary

MeasureTime frame
headache characteristics;—

Countries

China

Contacts

Public ContactGuan-Shui Bao

Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine

baogs@163.com+86 15800582759

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026