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Research and development of artificial intelligence assistant diagnosis and clinical decision system for pulmonary ground glass nodules

Research and development of artificial intelligence assistant diagnosis and clinical decision system for pulmonary ground glass nodules

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2100044576
Enrollment
Unknown
Registered
2021-03-24
Start date
2021-05-01
Completion date
Unknown
Last updated
2021-09-20

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

Conditions

pulmonary ground glass nodules

Interventions

Gold Standard:Pathological diagnosis of pulmonary ground glass nodules.
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Sponsors

Chinese PLA General Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 80 Years

Inclusion criteria

Inclusion criteria: 1) Informed consent signed by the patient or his legal representative; 2) Aged >= 18 and <= 80 years; 3) Clinical findings of ground glass nodules in the lung; 4) Patients who intend to undergo minimally invasive biopsy (respiratory endoscopic biopsy or CT-guided lung biopsy) or surgery.

Exclusion criteria

Exclusion criteria: 1) Patients who failed to obtain a pathological diagnosis; 2) Failure to obtain peripheral blood samples or lung CT image data with a slice thickness of <= 1mm; 3) Past history of lung cancer; 4) The patient refused to participate in the study; 5) Poor patient compliance.

Design outcomes

Primary

MeasureTime frame
Area under curve of the predictive model for benign and malignant ground glass nodules;

Secondary

MeasureTime frame
Sensitivity of the predictive model for benign and malignant pulmonary ground glass nodules;Specificity of the predictive model for benign and malignant pulmonary ground glass nodules;Positive predictive value of the predictive model for benign and malignant pulmonary ground glass nodules;Negative predictive value of the predictive model for benign and malignant pulmonary ground glass nodules;

Countries

China

Contacts

Public ContactLiang'an Chen

Chinese PLA General Hospital

chenla301@263.net+86 13601315946

Outcome results

None listed

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