Pulmonary fungal infection
Conditions
Interventions
Sponsors
Wuxi People's Hospital
Eligibility
Sex/Gender
All
Inclusion criteria
Inclusion criteria: 1. Age: 18 - 85 years old, gender not restricted; 2. Patients diagnosed clinically (based on pathogenesis, imaging, clinical manifestations, etc.) as having pulmonary infections caused by one or more of Aspergillus, Candida, Pneumocystis, or Cryptococcus; 3. Patients have complete chest CT imaging data (meeting the requirements for diagnosis and model analysis); 4. Patients have relatively complete clinical history records, including but not limited to: past medical history, personal history, immune status, related symptoms and signs, blood routine, inflammatory markers, pathogen examination results (such as culture, smear, antigen/antibody detection, PCR, NGS, etc.); 5. Agree to use their clinical data in this retrospective study (if applicable, handle informed consent in accordance with the requirements of the ethics committee).
Exclusion criteria
Exclusion criteria: 1. The quality of CT images is poor and cannot meet the analysis requirements; 2. The clinical data is severely lacking, and key information cannot be obtained; 3. Other active pulmonary diseases that seriously affect the interpretation of pulmonary images (such as tuberculosis, lung cancer, etc.) are present, unless these diseases are specific stratification factors of the study; 4. Pregnant and lactating women (unless the study specifically focuses on such populations); 5. Other patients who the clinical doctors consider are not suitable to participate in this study.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Accuracy;Precision; | — |
Secondary
| Measure | Time frame |
|---|---|
| Recall / Sensitivity;Specificity;F1 Score;Area Under the ROC Curve;Confusion Matrix; | — |
Countries
China
Contacts
Public ContactHaoda Yu
Wuxi People's Hospital
Outcome results
None listed