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Research on the Construction of a Preschool Children's Asthma Diagnosis Model Based on Machine Learning Algorithms

Research on the Construction of a Preschool Children's Asthma Diagnosis Model Based on Machine Learning Algorithms

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400094626
Enrollment
Unknown
Registered
2024-12-25
Start date
2025-01-01
Completion date
Unknown
Last updated
2025-01-06

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

Conditions

Asthma for Preschool Children

Interventions

Gold Standard:1. Recurrent wheezing, coughing, and shortness of breath, mainly due to exposure to allergens, physicochemical irritation, infection, and hyperventilation, which are more obvious in the
2. Diffuse wheezing and prolonged expiratory phase can be found on examination at the time of seizure
3. The corresponding symptoms are significantly relieved or disappeared after anti-asthma treatment
4. Exclude wheezing and cough caused by other causes
5. Patients with atypical symptoms (such as wheezing is not obvious) should meet at least one of the following: (1) Airflow limitation is found on examination: a. Bronchodilator obstruction: FEV1 incr
b. Improvement of lung ventilation level after anti-inflammatory intervention: FEV1 increased by no less than 12% after 4 weeks of glucocorticoid intervention
(2) positive bronchial challenge, (3) PEF diurnal variability rate > = 13%. 6. Those who meet the first 4 or 4 or 5 of them can be diagnosed with asthma.
Index test:The pulse oscillation spirometer from Jaeger, Germany, was used for the testing, following the standards of the European Respiratory Society. The instrument used for measurement was the Na

Sponsors

Department of Pediatrics, First Affiliated Hospital of Army Medical University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
3 Years to 6 Years

Inclusion criteria

Inclusion criteria: 1) Age 3~6 years old (excluding 6 years old), gender is not limited; 2) Recurrent episodes of wheezing, coughing, shortness of breath, chest tightness; 3) No imaging abnormalities such as chest X-ray, no use of bronchodilators, no oral or inhaled anti-allergic drugs and hormone drugs 3 days before the first outpatient visit; 4) There was no upper respiratory tract infection 4 weeks before the first outpatient visit, and no symptoms such as fever and sore throat were observed.

Exclusion criteria

Exclusion criteria: 1) Suffering from chronic respiratory diseases, such as special pathogen infection, bronchiectasis, and congenital dysplasia of bronchopulmonary disease; 2) Suffering from other complications, such as congenital heart disease, chest deformity, epilepsy, etc.

Design outcomes

Primary

MeasureTime frame
Impulse oscillometry (IOS) ;Fractional exhaled nitric oxide((FeNO);

Countries

China

Contacts

Public ContactYing Hu

The First Hospital Affiliated to Army Medical University

huyingxixi@sina.com+86 138 8329 1640

Outcome results

None listed

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