Skip to content

Development of an Algorithm for Diagnosis and Subtype Classification of Depression by Fusion of Multi-task and Multi-level EEG Information

Development of an Algorithm for Diagnosis and Subtype Classification of Depression by Fusion of Multi-task and Multi-level EEG Information

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500101424
Enrollment
Unknown
Registered
2025-04-24
Start date
2025-05-01
Completion date
Unknown
Last updated
2025-04-28

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

Conditions

Major Depression

Interventions

Gold Standard:Subjects who met the diagnosis of depression were first initially screened by the Mini International Neuropsychiatric Interview, M.I.N.I., ver. 7.0.2 (M.I.N.I., ver. 7.0.2). Subsequently
Index test:HAMD Scale and BDI Scale

Sponsors

The Fourth People's Hospital of Hefei
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: (1) Depression group: firstly, through the Mini International Neuropsychiatric Interview (M.I.N.I., ver. 7.0.2) Preliminary screening of subjects who meet the diagnosis of depression. Subsequently, the patients were evaluated in detail using the HAMD Other Rating Scale and the BDI Self-Rating Scale, and the subtype of the patient was determined according to the criteria of the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5). This study plans to recruit four subtypes of depression diagnosed by DSM-5: typical, atypical, seasonal, and melancholic. The requirements for recruitment include: gender is not limited, right-handed, age 18-65 years old, primary school education level or above, no serious physical illness or other mental disorders; (2) Healthy control group: Healthy individuals matched to the depression group in age and gender were recruited, and no mental disorder was diagnosed with M.I.N.I. scale assessment, normal results of HAMD and BDI scales, and no history of mental disorders. At the same time, the subjects in the depression group and the healthy control group had normal unaided or corrected visual acuity (no less than 0.2 logMAR) and no visual field defects. All participants or their legal guardians are required to sign an informed consent form.

Exclusion criteria

Exclusion criteria: 1.Patients who have received antidepressant treatment recently (within 6 months); 2.individuals with a history of severe neurological diseases or other mental illnesses; 3.individuals with a history of substance abuse; 4.and subjects who do not meet the enrollment criteria.

Design outcomes

Primary

MeasureTime frame
Non-linear characteristic;Linear characteristic;

Countries

China

Contacts

Public ContactHe Chen

The Fourth People's Hospital of Hefei

chhe@ustc.edu.cn+86 551 63616012

Outcome results

None listed

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