Deep Learning-Based Histopathologic Assessment of Kidney Tissue

The development of deep neural networks is facilitating more advanced digital analysis of histopathologic images. We trained a convolutional neural network for multiclass segmentation of digitized kidney tissue sections stained with periodic acid-Schiff (PAS). We trained the network using multiclass...

Full description

Bibliographic Details

Published in:	Journal of the American Society of Nephrology Vol. 30; no. 10; p. 1968
Main Authors:	Hermsen, Meyke, de Bel, Thomas, den Boer, Marjolijn, Steenbergen, Eric J, Kers, Jesper, Florquin, Sandrine, Roelofs, Joris J T H, Stegall, Mark D, Alexander, Mariam P, Smith, Byron H, Smeets, Bart, Hilbrands, Luuk B, van der Laak, Jeroen A W M
Format:	Journal Article
Language:	English
Published:	United States 01.10.2019
Subjects:	Biopsy Deep Learning Humans Kidney - pathology Kidney - surgery Kidney Transplantation Nephrectomy histopathology deep learning Banff classification kidney transplantation
ISSN:	1533-3450, 1533-3450
Online Access:	Get more information
Tags:	Add Tag No Tags, Be the first to tag this record!