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Identification of Clinical Phenotypes in Mild-to-Moderate Bronchial Asthma Based on Multimodal Deep Learning and Construction of a Decision Tree Model: A Cohort Study

Identification of Clinical Phenotypes in Mild-to-Moderate Bronchial Asthma Based on Multimodal Deep Learning and Construction of a Decision Tree Model: A Cohort Study

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600117693
Enrollment
Unknown
Registered
2026-01-27
Start date
2026-02-01
Completion date
Unknown
Last updated
2026-02-02

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

Conditions

Asthma

Interventions

Observation group:None

Sponsors

Shanghai General Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 70 Years

Inclusion criteria

Inclusion criteria: 1. Participants must voluntarily participate in this study, comply with the study regulations, understand and adhere to the required examinations, follow the prescribed medication dosage and follow-up schedule, and voluntarily provide written informed consent. 2. Participants must be aged >=18 years and 0.7. 5. Complete blood count must show no significant abnormalities other than eosinophils, and chest CT must show no significant abnormalities. 6. Bronchodilator reversibility test must be positive. 7. Women of childbearing potential must use effective contraception during the trial period.

Exclusion criteria

Exclusion criteria: 1. Inability to cooperate with asthma diagnostic tests or other reasons preventing effective cooperation. 2. Respiratory infection symptoms within the past 8 weeks. 3. Current use of ACEI, ARB, or beta-blockers. 4. History of other definite chronic respiratory diseases such as COPD or interstitial pneumonia; presence of severe systemic comorbidities (e.g., cardiovascular, metabolic, immune, neurological, urinary, or hematological diseases). 5. History of alcohol abuse or narcotic drug abuse, or psychiatric history, antagonistic personality, ill motives, paranoia, or other emotional or intellectual issues that may impair the validity of informed consent for study participation. 6. Current smokers or those who quit smoking less than 6 months ago; or those who quit smoking for 6 weeks but have a smoking history exceeding 10 pack-years. 7. Retrospective cohort: Severe missing clinical or imaging data, rendering the information inadequate for analysis.

Design outcomes

Primary

MeasureTime frame
Lung function;

Countries

China

Contacts

Public ContactXue Zhang

Shanghai General Hospital

zx15800562053@163.com+86 158 0056 2053

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 7, 2026