From the AI-PEDURO Repository

Stay up to date with the latest ML models deployed in pediatric urology.

  • Li et al. (2023)

    Li et al. (2023)

    Chemotherapy myelosupression, Oncology. Article DOI https://doi.org/10.3390/cancers15041078 Objective To predict the risk of chemotherapy-induced myelosuppression (CIM) in children with Wilms’ tumor. AI Approach Extreme Gradient Boosting,…

  • He et al. (2024)

    He et al. (2024)

    Hypospadias classification, Hypospadias. Article DOI https://doi.org/10.3389/fped.2024.1297642 Objective To identify hypospadias classification from genital anthropometric features AI Approach Random forrest (RF) and Support vector machines (SVM)…

  • Weaver et al. (2023)

    Weaver et al. (2023)

    Drainage in ureteropelvic junction obstruction, Hydronephrosis. Article DOI https://doi.org/10.1016/j.jpurol.2022.12.017 Objective To analyze MAG3 renal scans using machine learning to predict renal complications in prenatal hydronephrosis…

  • Tsai et al. (2022)

    Tsai et al. (2022)

    Abnormal versus normal kidney, Hydronephrosis. Article DOI https://doi.org/10.2196/40878 Objective To evaluate the diagnostic performance of deep learning techniques in classifying kidney images as normal or…