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Construction and Validation of a Precision Diagnosis Model for Asthma Based on Deep Learning of Multi-modal Data

Construction and Validation of a Precision Diagnosis Model for Asthma Based on Deep Learning of Multi-modal Data

Status
Recruiting
Phases
Early Phase 1
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600126041
Enrollment
Unknown
Registered
2026-06-02
Start date
2025-12-08
Completion date
Unknown
Last updated
2026-06-08

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

Conditions

Asthma

Interventions

Control group:None

Sponsors

The Second Xiangya Hospital of Central South University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 80 Years

Inclusion criteria

Inclusion criteria: Inclusion criteria for the asthma group: 1. Patients meeting the diagnostic criteria for asthma, with the diagnosis based on "Guidelines for the Prevention and Treatment of Bronchial Asthma (2020 Edition)"; 2. Age between 18 and 80 years old; 3. Voluntary participation in this study and signing the informed consent form. Inclusion criteria for the healthy control group: 1. Age between 18 and 80 years old; 2. Voluntary participation in this study and signing the informed consent form.

Exclusion criteria

Exclusion criteria: Exclusion criteria for the asthma group: 1. Patients with acute asthma exacerbation accompanied by respiratory failure and requiring mechanical ventilation; 2.Patients with unconsciousness, dementia, or various mental disorders; 3. Patients with tumors, severe cardiovascular diseases, or severe liver and kidney diseases; 4. Patients who have participated in other clinical studies or are currently involved in other clinical trials. Exclusion criteria for the healthy control group: 1. Patients with a clear diagnosis of respiratory diseases such as asthma, chronic obstructive pulmonary disease, tuberculosis, interstitial lung disease, lung cancer, or bronchiectasis in the past; 2.Patients who have undergone lung lobe resection in the past; 3. Patients who are allergic to bronchodilators or drugs used in bronchial provocation tests; 4. Patients who are currently participating in other clinical studies; 5. Patients seeking treatment for acute respiratory disease attacks at present; 6. Patients who are unable to communicate and cooperate; 7. Patients who are not suitable for pulmonary function testing.

Design outcomes

Primary

MeasureTime frame
Demographic data ;Symptom characteristics;Allergy/Family history;Pulmonary function indices;Fractional exhaled nitric oxide (FeNO);Genomics: SNPs;Transcriptomics: mRNA/miRNA;Proteomics: Inflammatory cytokines;Metabolomics: Untargeted metabolites;Low-dose CT: Quantitative parameters;Impulse oscillometry (IOS);Exhaled volatile organic compounds (VOCs);Exhaled breath condensate (EBC) analysis;Respiratory sound monitoring;

Countries

China

Contacts

Public ContactChen Yan

The Second Xiangya Hospital of Central South University

chenyan99727@csu.edu.cn+86 135 0847 1738

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Jun 11, 2026