Wilms tumor versus non-Wilms Tumor, Oncology.

Article DOIhttps://doi.org/10.1038/s41390-023-02553-x
ObjectiveTo discriminate Wilms tumor (WT) from non-WTs
AI ApproachCNN
Data Source(s)Single institutional series (364 patients)
Model Input224 x 224 regions of interest from CT images
Model OutcomeWilms tumor
Model MetricsAUC: 0.83
Accuracy 78%
Sensitivity 0.56
Specificity 0.84
Model UsabilityDataset available upon request to authors.

AI = Artificial intelligence, CNN = Convolutional Neural Network, CT = Computed Tomography

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