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Neuroimaging-based machine learning for the diagnosis and prognosis prediction of the eating disorders

Neuroimaging-based machine learning for the diagnosis and prognosis prediction of the eating disorders

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2300072969
Enrollment
Unknown
Registered
2023-06-29
Start date
2023-07-01
Completion date
Unknown
Last updated
2023-07-02

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

Conditions

Eating disorder

Interventions

Gold Standard:The Chinese-style clinical mental examination (The Structured Clinical Interview for DSM-5, SCID-5), which is matched with the fifth edition of the Diagnostic and Statistical Manual of M
Index test:Based on neuroimaging data, combined with multiple indicators such as patients' clinical characteristics, body mass index, psychological characteristics, and family characteristics, machine

Sponsors

West China Hospital,Sichuan University
Lead Sponsor

Eligibility

Sex/Gender
Female
Age
14 Years to 50 Years

Inclusion criteria

Inclusion criteria: Eating disorder group: a. Age 14-50 years; b. Right-handed; c. Meets one of the diagnoses of anorexia nervosa, bulimia nervosa, or binge eating disorder of DSM-5, and eating disorder is the first primary diagnosis; d. No previous history of psychiatric illness; e. not yet receiving psychiatric medication; f. Voluntarily enrolled and able to cooperate with the completion of the tests required for the study. Healthy control group: a. no history of psychiatric illness; b. body mass index within normal range; c. right-handed; d. matched with gender and age of the case group; e. Obtain informed consent and voluntarily participate in the study.

Exclusion criteria

Exclusion criteria: Eating disorder group: a. currently suffering from other mental disorders; b. suffering from other serious neurological diseases; c. equipped with fixed metal dentures, pacemakers or metal prostheses and other persons who cannot complete the magnetic resonance scan; d. Those who do not cooperate with the examination or cannot effectively complete the test Healthy controls: a. previous substance abuse (drugs, alcohol, or other psychoactive substances); b. Current or previous use of psychotropic drugs; c. There are metal objects (such as metal dentures, pacemakers, etc.) in the body that affect the MRI scan; e. Unable to cooperate with the completion of the study.

Design outcomes

Primary

MeasureTime frame
MRI image of the head;sensitivity;specificity;ROC curve;

Secondary

MeasureTime frame
Psychology Scale Assessment;Blood biochemical indicators;

Countries

China

Contacts

Public ContactLan Zhang

West China Hospital,Sichuan University

zhangzilan102@126.com+86 189 8060 1706

Outcome results

None listed

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