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Research on language potential mining of autistic children based on data mining

Research on language potential mining of autistic children based on data mining - Language potential exploitation in autistic children

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500097591
Enrollment
Unknown
Registered
2025-02-21
Start date
2024-02-21
Completion date
Unknown
Last updated
2025-02-24

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

Conditions

autism

Interventions

Observational group:None

Sponsors

Shanghai Hongkou Mental Health Center
Lead Sponsor

Eligibility

Sex/Gender
All
Age
5 Years to 12 Years

Inclusion criteria

Inclusion criteria: 1. Meet the DSM-5 diagnostic criteria for autism spectrum disorder; 2. Gender is not limited, aged 5-12 years old; 3. Fill in the general situation questionnaire, there are language comprehension and expression difficulties (such as mastering less than 5 functional words; Misuse of pronouns you, I, he; There are stereotyped speech, imitation speech, etc.); 4.Given the Wechsler Intelligence Scale for Children test, IQ >=50, have a certain understanding and response ability to language training, no mental retardation or only mild mental retardation; 5. Obtain guardian's informed consent.

Exclusion criteria

Exclusion criteria: 1. excitatory impulse, excessive repetitive stereotyped actions cause inconformity or serious mental decline; 2. Patients with severe depression, anxiety and negative behavior; 3. Families whose parents or guardians do not understand or cooperate with the patient.

Design outcomes

Primary

MeasureTime frame
Driving wheel frequency;vocabulary;Average sentence length;AUC,Area Under the Curve;Accuracy;Precision;Recall;F1 Score;

Secondary

MeasureTime frame
Frequency of active eye contact;types of semantic expression;

Countries

China

Contacts

Public ContactRongjie Mao

Shanghai Hongkou Mental Health Center

maorj1981@163.com+86 136 7199 5153

Outcome results

None listed

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