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Research on the Identification of Depression Status and Prediction of Intervention Effects in College Students Based on Event-Related Potentials and Machine Learning

Research on the Identification of Depression Status and Prediction of Intervention Effects in College Students Based on Event-Related Potentials and Machine Learning

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2500099805
Enrollment
Unknown
Registered
2025-03-28
Start date
2024-10-04
Completion date
Unknown
Last updated
2025-03-31

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

Conditions

depression

Interventions

Intervention group:The intervention lasted for two weeks, during which participants engaged in the ABM intervention treatment twice daily via an online platform, totaling 10sessions.
Control group:The placebo group was identical to the ABM condition in every respect except the probe position, which was in the same location of the negative stimulus in 50 percent of trials and in th

Sponsors

Central China Normal University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
25 Years to 19 Years

Inclusion criteria

Inclusion criteria: All experimental participants were right-handed, free from mental illness, neurological trauma, or severe physical diseases, and had normal or corrected-to-normal vision. The inclusion criteria for participants with depression tendencies were: a DASS-21 score >= 14. Healthy control participants were matched with the depression group in terms of age, gender, and education level, and all had DASS-21 scores < 14.

Exclusion criteria

Exclusion criteria: Eligibility criteria included the absence of mental illness, neurological trauma, or severe physical diseases.

Design outcomes

Primary

MeasureTime frame
depression;ERP;Attention Bias;

Countries

China

Contacts

Public ContactLin Zhang

Central China Normal University

lin_zhang@ccnu.edu.cn+86 186 2215 2329

Outcome results

None listed

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