journal cover

Deep Learning-Based Histopathologic Assessment of Kidney Tissue

Journal of the American Society of Nephrology : JASN

Sep 7, 2019

Meyke HermsenJeroen A W M van der Laak

Abstract

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 usi...read more

Mentioned in this Paper

INTS6
Health Center
Study
Central
Biological Neural Networks
Classification
Academic Medical Centers
Nephrectomy
Kidney
Performed Histopathology
49
7
2
57
Paper Details
References
  • References17
  • Citations3
12
  • References17
  • Citations3
1

Feeds With Similar Papers

Neural Networks

Here is the latest research on physiological and in silico networks and circuits implicated in the nervous system.

Related Papers

Journal of the American Society of Nephrology : JASN

Computational Segmentation and Classification of Diabetic Glomerulosclerosis(opens in new tab)

Journal of the American Society of Nephrology : JASNSeptember 7, 2019
Brandon GinleyPinaki Sarder
Journal of Pathology Informatics

Automated Detection of Celiac Disease on Duodenal Biopsy Slides: A Deep Learning Approach(opens in new tab)

Journal of Pathology InformaticsApril 16, 2019
Jason W WeiSaeed Hassanpour
© 2020 Meta ULC. All rights reserved

Deep Learning-Based Histopathologic Assessment of Kidney Tissue

Journal of the American Society of Nephrology : JASN

Sep 7, 2019

Meyke HermsenJeroen A W M van der Laak

PMID: 31488607

DOI: 10.1681/asn.2019020144

Abstract

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 usi...read more

Mentioned in this Paper

INTS6
Health Center
Study
Central
Biological Neural Networks
Classification
Academic Medical Centers
Nephrectomy
Kidney
Performed Histopathology
49
7
2
57

Feeds With Similar Papers

Neural Networks

Here is the latest research on physiological and in silico networks and circuits implicated in the nervous system.

Related Papers

Journal of the American Society of Nephrology : JASN

Computational Segmentation and Classification of Diabetic Glomerulosclerosis(opens in new tab)

Journal of the American Society of Nephrology : JASNSeptember 7, 2019
Brandon GinleyPinaki Sarder
Journal of Pathology Informatics

Automated Detection of Celiac Disease on Duodenal Biopsy Slides: A Deep Learning Approach(opens in new tab)

Journal of Pathology InformaticsApril 16, 2019
Jason W WeiSaeed Hassanpour
Paper Details
References
  • References17
  • Citations3
12
  • References17
  • Citations3
1

Download from

Publisher
PubMed
/papers/deep-learning-based-histopathologic-assessment-of/31488607