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September 5, 2019Journal of the American Society of Nephrology358 citationsOpen Access

Deep Learning–Based Histopathologic Assessment of Kidney Tissue

MHMeyke HermsenTBThomas de BelMBMarjolijn den Boer

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Abstract

This study presents the first convolutional neural network for multiclass segmentation of PAS-stained nephrectomy samples and transplant biopsies. Our network may have utility for quantitative studies involving kidney histopathology across centers and provide opportunities for deep learning applications in routine diagnostics.

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Hermsen et al. (2019) studied this question.

synapsesocial.com/papers/69dc236eea70a37eff955326https://doi.org/10.1681/asn.2019020144
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