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AI-Assisted Diagnosis and Precision Therapy for Mild Asthma: A Multimodal Deep Learning Study

AI-Assisted Diagnosis and Precision Therapy for Mild Asthma: A Multimodal Deep Learning Study

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600122988
Enrollment
Unknown
Registered
2026-04-20
Start date
2026-04-20
Completion date
Unknown
Last updated
2026-04-27

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

Conditions

Bronchial asthma

Interventions

Gold Standard:The screening period meets any one of the following objective checks for variable airflow limitation: 1. Positive bronchodilation test
2. Positive bronchial provocation test
3. Positive bronchodilation test after 1 month of anti-asthma treatment.
Index test:Combining medical big data, including demographic information, symptom questionnaires, pulmonary function tests, blood tests, FENO, and imaging data.

Sponsors

Shanghai General Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 65 Years

Inclusion criteria

Inclusion criteria: 1. Informed Consent: The subject has fully understood the purpose, nature, and methodology of the trial, voluntarily agrees to participate as a subject, and has signed the Informed Consent Form (ICF) prior to the initiation of any study procedures. 2. Adults aged 18 to 65 years (inclusive). Patients must be newly diagnosed with mild bronchial asthma in a non-acute exacerbation phase, in accordance with the latest domestic Guidelines for the Prevention and Treatment of Bronchial Asthma and the 2023 Chinese Expert Consensus on the Diagnosis and Treatment of Mild Bronchial Asthma. 3. During the screening period, the subject must meet at least one of the following objective criteria for variable airflow limitation: Positive bronchodilator reversibility test; Positive bronchial provocation test; Positive bronchodilator reversibility test after 1 month of anti-asthma treatment; 4. Baseline pulmonary function test showing FEV1 % predicted >= 70%. 5. The subject or their legal guardian is capable of communicating effectively with the investigator and is able to understand and comply with all requirements of this study.

Exclusion criteria

Exclusion criteria: 1. Subjects with known hypersensitivity or intolerance to budesonide, formoterol, salbutamol, or any component of the study medication. 2. Subjects who have had respiratory tract infections, sinus infections, or otitis media within the past 2 months; 3. Subjects who are unable to cooperate with the relevant examinations for asthma diagnosis or are unable to cooperate for other reasons; 4. Subjects with a history of Chronic Obstructive Pulmonary Disease (COPD), interstitial lung disease, restrictive lung disease, tuberculosis, cystic fibrosis, bronchiectasis, or alpha-1 antitrypsin deficiency. Subjects with major concomitant diseases are also excluded; 5. Subjects currently using ACE inhibitors (ACEIs), Angiotensin II Receptor Blockers (ARBs), or beta-blockers (including eye drops); subjects who have received oral corticosteroids or systemic steroid therapy; or subjects who have used leukotriene receptor antagonists (e.g., zafirlukast, pranlukast, montelukast, etc.); 6. Current smokers or subjects who have quit smoking for less than 6 months. Subjects who quit smoking more than 6 months ago but have a smoking history exceeding 10 pack-years are also excluded; 7. Subjects with known or suspected alcohol and/or drug abuse; or those with a history of mental illness, antagonistic personality, poor motivation, suspiciousness, or other emotional or intellectual issues that may affect the validity of informed consent for this study; 8. Subjects with abnormal and clinically significant results in vital signs, physical examination, 12-lead ECG, chest CT, complete blood count (CBC), urinalysis, blood biochemistry, or coagulation function; 9. Female subjects who are pregnant (positive pregnancy test) or lactating; 10. Patients who are unable to comply with the study procedures or, in the opinion of the investigator, are not suitable to participate in the trial;

Design outcomes

Primary

MeasureTime frame
AUC;specificity,;precision;

Countries

China

Contacts

Public ContactXue Zhang

Shanghai General Hospital

zx15800562053@163.com+86 20 63240090

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: May 1, 2026