Skip to content

Multimodal AI Emotion Recognition: A Comprehensive Approach to Assessing and Predicting Crisis Behaviour in Adolescents

Multimodal AI Emotion Recognition: A Comprehensive Approach to Assessing and Predicting Crisis Behaviour in Adolescents

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600120691
Enrollment
Unknown
Registered
2026-03-18
Start date
2026-09-01
Completion date
Unknown
Last updated
2026-03-23

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

Conditions

self-harm

Interventions

Depression with Crisis Behaviour Group:None
Depression without Crisis Behaviour Group:None

Sponsors

Tongde Hospital of Zhejiang Province
Lead Sponsor

Eligibility

Sex/Gender
All
Age
12 Years to 18 Years

Inclusion criteria

Inclusion criteria: The common inclusion criteria for the two groups are: adolescent students aged 12–18 years who meet the diagnostic criteria for depression according to the 5th edition of the Diagnostic and Statistical Manual of Mental Disorders (DSM-V) in the United States, regardless of gender, with an IQ = 80, and who have obtained informed consent from both the subjects and their guardians. The subjects are planned to be divided into two groups: the group with crisis state and the group without crisis state. Depression with crisis behavior group: Based on meeting the diagnostic criteria for depression, subjects undergo standardized crisis risk assessment and psychological scale evaluation. Subjects with clear crisis behavior are placed in this group. Depression without crisis behavior group: Based on meeting the diagnostic criteria for depression, subjects undergo standardized crisis risk assessment and psychological scale evaluation. Subjects who clearly do not exhibit crisis behavior are placed in this group.

Exclusion criteria

Exclusion criteria: 1.Organic brain diseases, somatic diseases, organic nervous system disorders, pervasive developmental disorders, learning difficulties, conduct disorders, intellectual disabilities, autism spectrum disorders, attention deficit disorders, mental health disorders, auditory or visual abnormalities and so on,and other mental health problems.

Design outcomes

Primary

MeasureTime frame
Heart Rate Variability (HRV)-related data;Record of negative state and crisis behaviours;Diagnose;Neural activity intensity;Clinical Symptoms;

Secondary

MeasureTime frame
influencing factors related to crisis behaviour;

Countries

China

Contacts

Public ContactYuqing Yang

Tongde Hospital of Zhejiang Province

1473469320@qq.com+86 571 8997 2179

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Apr 3, 2026