Deep Learning-Based Artificial Intelligence System for Automatic Assessment of Glomerular Pathological Findings in Lupus Nephritis

Deep Learning-Based Artificial Intelligence System for Automatic Assessment of Glomerular Pathological Findings in Lupus Nephritis

Accurate assessment of renal histopathology is crucial for the clinical management of patients with lupus nephritis (LN). However, the current classification system has poor interpathologist agreement. This paper proposes a deep convolutional neural network (CNN)-based system that detects and classi...

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Bibliographic Details
Main Authors: Zhaohui Zheng, Xiangsen Zhang, Jin Ding, Dingwen Zhang, Jihong Cui, Xianghui Fu, Junwei Han, Ping Zhu
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Diagnostics
Subjects:
lupus nephritis
renal biopsy
histopathology
deep learning
artificial intelligence
Online Access:https://www.mdpi.com/2075-4418/11/11/1983

Internet

https://www.mdpi.com/2075-4418/11/11/1983

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