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Construction and verification of bipolar disorder diagnosis model based on XGBoost model

Construction and verification of bipolar disorder diagnosis model based on XGBoost model

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500100192
Enrollment
Unknown
Registered
2025-04-03
Start date
2025-01-19
Completion date
Unknown
Last updated
2025-04-07

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

Conditions

bipolar disorder

Interventions

Case group:None

Sponsors

ZhangJiaGang Fourth People's Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 70 Years

Inclusion criteria

Inclusion criteria: 1? Meet the diagnostic criteria of DSM-? bipolar disorder; 2? Age 18-70 years old (including boundary values), gender is not limited; 3?The subject or his guardian signs the informed consent.

Exclusion criteria

Exclusion criteria: 1?Allergic constitution or known to lithium carbonate, valproic acid allergy; 2?Those who have failed to respond to previous treatment with lithium carbonate or at least 2 different types of mood stabilizers; 3? serious self-injury, obvious suicide attempt or behavior; 4? Pregnant or lactating women, recently planned pregnancy and use of contraceptives; 5?A DSM-V diagnosis of any disorder other than bipolar disorder; 6? Substance related or alcohol use disorders (except nicotine or caffeine) that met DSM-V diagnostic criteria within 6 months before screening; 7?bipolar disorder secondary to other mental or physical disorders; 8? Patients with a history of seizures (except convulsions caused by febrile convulsions in children); 9?Participants who participated in other clinical trials within 3 months prior to screening;

Design outcomes

Primary

MeasureTime frame
Thymidine phosphorylase, TYMP;

Secondary

MeasureTime frame
GRINA;

Countries

China

Contacts

Public ContactXiaoxian Pei

ZhangJiaGang Fourth People's Hospital

peixiaoxian123456@163.com+86 13962289745

Outcome results

None listed

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