MLP-UNet: Glomerulus Segmentation

MLP-UNet: Glomerulus Segmentation

Glomerulus segmentation in kidney tissue segments is a crucial nephropathology process used to diagnose renal diseases effectively. This study proposes a novel and robust application of MLP (Multi-Layer Perceptron) based architectures for the segmentation of glomeruli in PAS (Periodic AcidSchiff) st...

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Bibliographic Details
Main Authors: Franchis N. Saikia, Yuji Iwahori, Taisei Suzuki, M. K. Bhuyan, Aili Wang, Boonserm Kijsirikul
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Computer vision
image segmentation
semantic segmentation
deep learning
biomedical image processing
artificial intelligence
Online Access:https://ieeexplore.ieee.org/document/10138195/

Internet

https://ieeexplore.ieee.org/document/10138195/

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