DrInfant: accurate and robust Dynamic Risk prediction models of bronchopulmonary dysplasia preterm INFANTs based on consortium data

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What is DrInfant doing?






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  • Risk Score
  • Inferred risk of morbidity
  • Risk Level




  • Interpretation of result:
    • If the risk of bronchopulmonary dysplasia (BPD) exceeds 80%, the patient is classified as high risk;
    • If the risk falls below this high-risk threshold but remains above 60%, the patient is classified as medium risk;
    • Conversely, if the risk is below 60%, the patient is classified as low risk.

    Help

     

    Three steps to use DrInfant:

    • Input the age of the child to obtain the appropriate DrInfant model;
    • Input the corresponding values for demographic and clinical variables;
    • Wait a few seconds, then view the predicted likelihood of developing the disease as well as the inferred risk.

    Data sources:

    • the Jiangsu Provincial Neonatal Respiratory Failure Collaboration Network

    If you use DrInfant in your work, please cite:

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    Contact Us


    Nanjing Medical University

    zhangruyang@njmu.edu.cn