Community acquired pneumonia in children
Conditions
Interventions
Gold Standard:Organize two senior respiratory specialists (associate chief physician or above, with more than 10 years of relevant work experience) to review the diagnosis of pneumonia. If the two exp
Index test:Deep learning assisted diagnostic model
Sponsors
Fujian Children's Hospital
Eligibility
Sex/Gender
All
Age
No minimum to 18 Years
Inclusion criteria
Inclusion criteria: 1. Age range: from birth to 18 years inclusive, no gender restrictions; 2. Paediatric patients shall undergo a chest X-ray in the frontal position prior to hospital admission; 3. X-ray images must be clear.
Exclusion criteria
Exclusion criteria: 1. The patient had no chest X-ray images taken prior to hospital admission; 2. Chest X-ray images were of poor quality, exhibiting artefacts, metallic foreign bodies, etc.; 3. The patient was diagnosed with neonatal pneumonia, hospital-acquired pneumonia, pulmonary tuberculosis, lung tumours, or other pulmonary diseases.
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Precision;Recall;F1 score; | — |
Countries
China
Contacts
Public ContactRao Yanying
Fujian Children's Hospital
Outcome results
None listed