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Automatic Identification of Prefrontal Functional Near-Infrared Spectroscopy Signal Features in Children with ADHD Based on Deep Learning

Intervention Study on Children with Attention Deficit Hyperactivity Disorder (ADHD) Using a Brain Function-Based and Non-Invasive Brain-Computer Interface Attention Training System

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400090852
Enrollment
Unknown
Registered
2024-10-14
Start date
2024-10-18
Completion date
Unknown
Last updated
2024-10-21

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

Conditions

Attention deficit hyperactivity disorder

Interventions

Attention Deficit Hyperactivity Disorder group:None
Healthy control group:None

Sponsors

Shanghai Children's Medical center, Shanghai jiaotong university school of medicine
Lead Sponsor

Eligibility

Sex/Gender
All
Age
6 Years to 12 Years

Inclusion criteria

Inclusion criteria: ADHD Group: (1)Ages 6-12 years; (2)Meets the diagnostic criteria for ADHD as outlined in the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5), initially diagnosed by a developmental-behavioral pediatrician, and subsequently confirmed by at least two attending developmental-behavioral pediatricians with consensus; (3)Guardian consent to participate and cooperate with the study (signing an informed consent form). Control Group: (1)Ages 6-12 years; (2)Evaluated by a developmental-behavioral pediatrician and found not to meet the criteria for any developmental-behavioral disorder; (3)Guardian consent to participate and cooperate with the study (signing an informed consent form).

Exclusion criteria

Exclusion criteria: ADHD Group: (1)Excludes individuals with other developmental-behavioral disorders or psychiatric conditions; (2)individuals with severe primary illnesses. Control Group: Excludes individuals with severe primary illnesses.

Design outcomes

Primary

MeasureTime frame
Executive function;Functional near infrared spectroscopy;Children's Attention Screening Scale;Heart rate variability;

Secondary

MeasureTime frame
Emotion;Audiovisual Integration Continuous Test;Weiss Functional Impairment Rating Scales;

Countries

China

Contacts

Public ContactZhijuan Jin

Shanghai children's medical center

syjzj714@hotmail.com+86 21 3862 6920

Outcome results

None listed

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