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...

Celý popis

Podrobná bibliografia

Vydané v:	Journal of the American Society of Nephrology Ročník 30; číslo 10; s. 1968
Hlavní autori:	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
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 01.10.2019
Predmet:	Biopsy Deep Learning Humans Kidney - pathology Kidney - surgery Kidney Transplantation Nephrectomy histopathology deep learning Banff classification kidney transplantation
ISSN:	1533-3450, 1533-3450
On-line prístup:	Zistit podrobnosti o prístupe
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!