Deep Learning to Distinguish Benign from Malignant Renal Lesions Based on Routine MR Imaging

I. Xi, Yijun Zhao, Robin Wang, Marcello Chang, Subhanik Purkayastha, Ken Chang, Raymond Y. Huang, Alvin C. Silva, Martin Vallières, Peiman Habibollahi,

Clinical Cancer Research · 2020 · 141 citations · 52 references

Abstract

Deep learning can noninvasively distinguish benign renal tumors from RCC using conventional MR imaging in a multi-institutional dataset with good accuracy, sensitivity, and specificity comparable with experts and radiomics.

References

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