Research on the auxiliary diagnosis model of depression, bipolar disorder and schizophrenia based on machine learning technology

Status

Active, not recruiting

Phases

Early Phase 1

Study type

Observational

Source

ChiCTR

Registry ID

ChiCTR2200059153

Enrollment

Unknown

Registered

2022-04-26

Start date

2022-06-01

Completion date

Unknown

Last updated

2024-02-19

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

Conditions

Depressive disorder, bipolar disorder, schizophrenia

Interventions

Gold Standard:DSM-V diagnostic criteria for depressive disorder, bipolar disorder, and schizophrenia

Index test:Near-infrared spectrum imaging of prefrontal lobe and bilateral temporal lobe integral values and barycenter values and other brain image indicators

Eligibility

Sex/Gender

All

Age

18 Years to 60 Years

Inclusion criteria

Inclusion criteria: 1. Sign informed consent; 2. Meet the DSM-V diagnostic criteria for depressive disorder, bipolar disorder, or schizophrenia; 3. Have not received electroconvulsive therapy in the past year; 4. Aged 18-60 years; 5. Right-handed; 6. Junior high school or above.

Exclusion criteria

Exclusion criteria: 1. Suffering from serious physical diseases or organic brain diseases, such as abnormal thyroid function, cerebral hemorrhage, hypertension and diabetes; 2. Hearing and visual impairment; 3. Drug, alcohol or other substance abusers; 4. Patients who cannot cooperate with fNIRS examination, scale assessment and cognitive task test.

Design outcomes

Primary

Measure	Time frame
integral value;centroid value;	—

Countries

China

Contacts

Public ContactWang Huiying

The Second Affiliated Hospital of Xinxiang Medical University

wanghuiyingwing@foxmail.com+86 17734895157

Outcome results

None listed

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