Multiparametric Diagnostic Model of Thick-section Clinical-quality MRI Data in Detecting Migraine Without Aura

NCT ID: NCT03570086

Last Updated: 2018-06-26

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

UNKNOWN

Total Enrollment

400 participants

Study Classification

OBSERVATIONAL

Study Start Date

2018-07-01

Study Completion Date

2019-12-30

Brief Summary

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Recently, radiomics combined with machine learning method has been widely used in clinical practice. Compared with traditional imaging studies that explore the underlying mechanisms, the machine learning method focuses on classification and prediction to propose personalized diagnosis and treatment strategies. However, these studies were based on thin-section research-quality brain MR imaging with section thickness of \< 2 mm. Clinical, the usage of thick-section clinical setting instead of thin-section research setting is especially important to shorten the acquisition time to reduce the patient's suffering. Here investigators want to build multiparametric diagnostic model of migraineurs without aura using radiomics features extracted from thick-section clinical-quality brain MR images.

Detailed Description

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Conditions

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Migraine Without Aura

Study Design

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Observational Model Type

COHORT

Study Time Perspective

PROSPECTIVE

Study Groups

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migraineurs without aura

diagnostic

Intervention Type DIAGNOSTIC_TEST

using radiomics features from multiparametric thick-section clinical-quality brain MRI to distinguish migraineurs from health controls.

health controls

diagnostic

Intervention Type DIAGNOSTIC_TEST

using radiomics features from multiparametric thick-section clinical-quality brain MRI to distinguish migraineurs from health controls.

Interventions

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diagnostic

using radiomics features from multiparametric thick-section clinical-quality brain MRI to distinguish migraineurs from health controls.

Intervention Type DIAGNOSTIC_TEST

Eligibility Criteria

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Inclusion Criteria

* right-handed
* International Headache Society criteria for episodic migraine without aura

Exclusion Criteria

* addition (including alcohol, nicotine, or drug)
* physical illness
Minimum Eligible Age

21 Years

Maximum Eligible Age

55 Years

Eligible Sex

ALL

Accepts Healthy Volunteers

Yes

Sponsors

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Xidian University

OTHER

Sponsor Role lead

Responsible Party

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Wei Qin

Professor

Responsibility Role PRINCIPAL_INVESTIGATOR

Locations

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Xijing Hospital

Xi'an, Shaanxi, China

Site Status

Countries

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China

Other Identifiers

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20170908010418

Identifier Type: -

Identifier Source: org_study_id

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