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Detection and Diagnosis Methods for Depressive Disorder from voice Based on deep-learning

Detection and Diagnosis Methods for Depressive Disorder from voice Based on deep-learning

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500095151
Enrollment
Unknown
Registered
2025-01-02
Start date
2020-12-15
Completion date
Unknown
Last updated
2025-01-06

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

Conditions

Major depressive disorder

Interventions

Gold Standard:Mini-International Neuropsychiatric Interview,MINI Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5)
Index test:Binary classification results by AI model

Sponsors

Peking University Sixth Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 65 Years

Inclusion criteria

Inclusion criteria: Inclusion criteria for patients with depressive disorders: Age 18-65 years, no gender restriction, Han ethnicity; outpatients or inpatients; meeting DSM-5 diagnostic criteria for major depressive disorder; Hamilton Depression Rating Scale 17-item (HAMD17) score >= 7; self-rating scale for hypomanic symptoms (HCL-32) score <=13; at least junior high school education, no language communication barriers, able to cooperate with assessment and treatment, and sign an informed consent form. Normal participants are enrolled in the group: age 18-65 years old, gender is not limited, Han nationality; Junior high school education level or above, no language communication barrier, able to cooperate with assessment and treatment, and sign informed consent.

Exclusion criteria

Exclusion criteria: Patients with past or current DSM-5 diagnoses: organic psychotic disorder, schizophrenia, schizoaffective disorder, bipolar disorder, mental retardation, dementia, other cognitive disorders, alcohol-drug dependence, and axis II disorders Including personality disorder, etc.; suffering from colds, pharyngitis and other diseases affecting the vocal organs; those with professional vocal music and broadcasting training background; those with severe suicidal tendencies, severe agitation or severe unstable physical diseases; Those who are willing or unable to complete the test; exclude somatic diseases such as epilepsy, cardiovascular disease, pheochromocytoma, hyperthyroidism or spontaneous hypoglycemia secondary to depression and anxiety disorders.

Design outcomes

Primary

MeasureTime frame
Mini-International Neuropsychiatric Interview,MINI;

Secondary

MeasureTime frame
Severity of depression;Severity of Anxiety ;

Countries

China

Contacts

Public ContactWeihua Yue

Peking University Sixth Hospital

dryue@bjmu.edu.cn+86 136 6135 2950

Outcome results

None listed

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