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Predicting medication response in attention deficit hyperactivity disorder using machine learning techniques

Predicting medication response in attention deficit hyperactivity disorder using machine learning techniques

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR1800019698
Enrollment
Unknown
Registered
2018-11-23
Start date
2019-01-01
Completion date
Unknown
Last updated
2018-11-26

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

Group 1:OROS MPH
Group 2:ATX

Sponsors

Peking University Sixth Hospital/Institute of Mental Health
Lead Sponsor

Eligibility

Sex/Gender
All
Age
6 Years to 16 Years

Inclusion criteria

Inclusion criteria: Patients, aged 6 to 16 years, met Diagnostic and Statistic Manual of Mental Disorders, fourth edition (DSM-IV) criteria for ADHD as assessed by clinical history and confirmed by a structured interview, the Clinical Diagnostic Interview Scale (CDIS).The Chinese-Wechsler Intelligence Scale for Children (C-WISC) had a total score of =70. The patient had not received medication or had discontinuation of medication for ADHD for at least 1 month. The patient did not have OROS MPH or ATX for contraindications. The patient had no serious history of traumatic brain injury, nervous system diseases or other physical illnesses.

Exclusion criteria

Exclusion criteria: Patients, who had no efficacy with MPH or ATX in the past, or who were using or had ever used other psychotropic substances or central nervous system active health products (such as melatonin) within 1 month before enrollment, were excluded. Patients, who may start non-pharmacological treatment (such as psychotherapy) for ADHD at any stage during the study, or who had started within 1 month before enrollment, were also excluded.

Design outcomes

Primary

MeasureTime frame
age;gender;intelligence quotient;comorbidity;ADHD-RS-IV score;CGI-ADHD-S score;the Behavior Rating Inventory of Executive Function (BRIEF) score;Weiss Function Impairment Scale- Parent form (WFIRS-P) score;Motor Control Task;Spatial Working Memory;Stocking of Cambridge;Rapid Visual Information Processing;Intra/Extra dimensional shift;Stop Signal Task;

Countries

China

Contacts

Public ContactYi Su

Peking University Sixth Hospital/Institute of Mental Health

suyi200202070@126.com+86 10 82088261

Outcome results

None listed

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