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Two-stage deep learning networks for diagnosing and staging membranous glomerulonephritis from electron microscopy images

delete2026-05-30
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PRE
AI
M
Mihai Gabriel Constantin *
G
George Terinte‐Balcan
I
Ioana Maria Lambrescu
T
Tudor Emanuel Fertig
O
Oana Bianca Lazăr
A
Alexandra-Georgiana Andrei
N
Nicoleta Petre
B
Bogdan Ionescu
M
Mihaela Gherghiceanu
DOI:10.1016/j.labinv.2026.106141delete
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Abstract

Abstract

En 中文
The purpose of this study was to use transmission electron miscroscopy images to develop a deep-learning—based artificial intelligence model to detect and stage membranous glomerulonephritis, a major cause of nephrotic syndrome in adults.
Keywords:
membranous glomerulonephritis
electron microscopy images
deep learning
artificial intelligence
nephrotic syndrome

Journal

Laboratory Investigation cover
Laboratory Investigation
IF:
4.2
Papers:
5.4K
Citations:
1.1W

Organization

C
carol davila university of medicine and pharmacy
Scholars:
1.7K
Papers: 621
Citations: 0
N
National Institute of Pathology
Scholars:
9
Papers: 3
Citations: 241
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