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Research on a Machine Learning–Based Risk Prediction Model for Nonsuicidal Self-Injury in Adolescent Patients with Depressive Disorders

Analysis of Risk Factors for Nonsuicidal Self-Injury Using Deep Learning

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600118383
Enrollment
Unknown
Registered
2026-02-04
Start date
2025-07-26
Completion date
Unknown
Last updated
2026-02-09

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

Conditions

Depression

Interventions

self-injury group:None
control group:None

Sponsors

Wuhu Hospital of Beijing Anding Hospital,Capital Medical University(Wuhu Fourth People's Hospital)
Lead Sponsor

Eligibility

Sex/Gender
All
Age
10 Years to 18 Years

Inclusion criteria

Inclusion criteria: 1. Self-injury group (NSSI group) Inclusion criteria: Based on the diagnosis of depressive disorder in ICD-10 in our hospital, this study defined the target population with reference to the behavioral criteria for NSSI in DSM-5, aged between 10 and 18 years old (Denton EG, 2024), with normal intelligence, good understanding, and informed consent of patients and their families to participate in the study. Clearly diagnosed by the deputy chief physician of the Department of Psychiatry and above, and meets the DSM-5 behavioral criteria for NSSI, including the following 6 points: (1) Repeatedly committing intentional self-harm in the past 5 days in >=the past year, causing damage to body surfaces (such as cutting, burning, stabbing, blowing, excessive rubbing), which may cause bleeding, bruising, or pain; (2) the behavior is expected to result in only mild or moderate physical impairment (no intent to kill); (3) The purpose of self-harm behavior is: to relieve negative feelings or cognitive states; solving interpersonal difficulties; Causes positive feelings; (4) Self-harm behavior is associated with at least one of the following: negative thoughts or feelings, or interpersonal problems that occurred before engaging in self-harm; irresistible tendency to self-harm; often have the urge to hurt themselves; (5) This behavior is not socially recognized, such as biting nails or scratching scabs; (6) The act does not completely occur in the case of another disease and cannot be explained by another mental or medical disease. 2. Control group (no NSSI group) Inclusion criteria: Meet DSM-5 diagnostic criteria, age between 10-18 (Denton EG, 2024), normal intelligence, good understanding, and informed consent of patients and their families to participate in the study.

Exclusion criteria

Exclusion criteria: 1. Exclusion criteria for the self-injury group (NSSI group): individuals with other mental disorders, those with other severe physical illnesses or organic brain diseases, those with severe self-injurious behaviors, and those with a history of severe alcoholism, drug abuse, or addiction. 2. Exclusion criteria for the control group (non-NSSI group): individuals with other mental disorders, those with other severe physical illnesses or organic brain diseases, those with severe self-injurious behaviors, and those with a history of severe alcoholism, drug abuse, or addiction.

Design outcomes

Primary

MeasureTime frame
Accuracy;Precision;

Secondary

MeasureTime frame
Coping Style ;Psychological resilience;Defense Style ;

Countries

China

Contacts

Public ContactZhang En

Wuhu Hospital of Beijing Anding Hospital,Capital Medical University(Wuhu Fourth People's Hospital)

2418915121@qq.com+86 189 0963 0741

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 15, 2026