Automatic Identification of Glomerular in Whole-Slide Images Using a Modified UNet Model

Automatic Identification of Glomerular in Whole-Slide Images Using a Modified UNet Model

Glomeruli are interconnected capillaries in the renal cortex that are responsible for blood filtration. Damage to these glomeruli often signifies the presence of kidney disorders like glomerulonephritis and glomerulosclerosis, which can ultimately lead to chronic kidney disease and kidney failure. T...

Full description

Bibliographic Details
Main Authors:	Gurjinder Kaur, Meenu Garg, Sheifali Gupta, Sapna Juneja, Junaid Rashid, Deepali Gupta, Asadullah Shah, Asadullah Shaikh
Format:	Article
Language:	English
Published:	MDPI AG 2023-10-01
Series:	Diagnostics
Subjects:	deep learning detection glomerular kidney tissue UNet whole-slide images
Online Access:	https://www.mdpi.com/2075-4418/13/19/3152

Similar Items

UNet Deep Learning Architecture for Segmentation of Vascular and Non-Vascular Images: A Microscopic Look at UNet Components Buffered With Pruning, Explainable Artificial Intelligence, and Bias
by: Jasjit S. Suri, et al.
Published: (2023-01-01)

C-UNet: Complement UNet for Remote Sensing Road Extraction
by: Yuewu Hou, et al.
Published: (2021-03-01)

ConvWin-UNet: UNet-like hierarchical vision Transformer combined with convolution for medical image segmentation
by: Xiaomeng Feng, et al.
Published: (2023-01-01)

Improved UNet with Attention for Medical Image Segmentation
by: Ahmed AL Qurri, et al.
Published: (2023-10-01)

A novel approach for semantic segmentation of automatic road network extractions from remote sensing images by modified UNet
by: Miral J. Patel, et al.
Published: (2022-10-01)

Faster R-CNN-Based Glomerular Detection in Multistained Human Whole Slide Images
by: Yoshimasa Kawazoe, et al.
Published: (2018-07-01)

Weighted Average Ensemble Deep Learning Model for Stratification of Brain Tumor in MRI Images
by: Vatsala Anand, et al.
Published: (2023-04-01)

A Novel Elastomeric UNet for Medical Image Segmentation
by: Sijing Cai, et al.
Published: (2022-03-01)

Color standardization in whole slide imaging using a color calibration slide
by: Pinky A Bautista, et al.
Published: (2014-01-01)

Automatic kidney segmentation using 2.5D ResUNet and 2.5D DenseUNet for malignant potential analysis in complex renal cyst based on CT images
by: Parin Kittipongdaja, et al.
Published: (2022-03-01)

Validation of whole-slide digitally imaged melanocytic lesions: Does z-stack scanning improve diagnostic accuracy?
by: Bart Sturm, et al.
Published: (2019-01-01)

The accuracy of dynamic predictive autofocusing for whole slide imaging
by: Richard R McKay, et al.
Published: (2011-01-01)

DRD-UNet, a UNet-Like Architecture for Multi-Class Breast Cancer Semantic Segmentation
by: Mauricio Alberto Ortega-Ruiz, et al.
Published: (2024-01-01)

Classification of Thyroid Carcinoma in Whole Slide Images Using Cascaded CNN
by: Ahmed S. El-Hossiny, et al.
Published: (2021-01-01)

MCNMF-Unet: a mixture Conv-MLP network with multi-scale features fusion Unet for medical image segmentation
by: Lei Yuan, et al.
Published: (2024-01-01)

Automated recognition of glomerular lesions in the kidneys of mice by using deep learning
by: Airi Akatsuka, et al.
Published: (2022-01-01)

GSCA-UNet: Towards Automatic Shadow Detection in Urban Aerial Imagery with Global-Spatial-Context Attention Module
by: Yuwei Jin, et al.
Published: (2020-09-01)

MR-UNet Commodity Semantic Segmentation Based on Transfer Learning
by: Zhengrong Wu, et al.
Published: (2021-01-01)

Mapping stain distribution in pathology slides using whole slide imaging
by: Fang-Cheng Yeh, et al.
Published: (2014-01-01)

Whole slide imaging for educational purposes
by: Liron Pantanowitz, et al.
Published: (2012-01-01)

Interactive case vignettes utilizing simulated pathologist-clinician encounters with whole slide imaging and video tutorials of whole slide scans improves student understanding of disease processes
by: Adam J Horn, et al.
Published: (2012-01-01)

Diagnostic proficiency test using digital cytopathology and comparative assessment of whole slide images of cytologic samples for quality assurance program in Korea
by: Yosep Chong, et al.
Published: (2023-09-01)

Automatic Extraction of Muscle Parameters with Attention UNet in Ultrasonography
by: Sofoklis Katakis, et al.
Published: (2022-07-01)

Implementation of whole slide imaging in surgical pathology: A value added approach
by: Mike Isaacs, et al.
Published: (2011-01-01)

Validation of mitotic cell quantification via microscopy and multiple whole-slide scanners
by: Kazuhiro Tabata, et al.
Published: (2019-06-01)

HA-Unet: A Modified Unet Based on Hybrid Attention for Urban Water Extraction in SAR Images
by: Huina Song, et al.
Published: (2022-11-01)

FM-Unet: Biomedical image segmentation based on feedback mechanism Unet
by: Lei Yuan, et al.
Published: (2023-05-01)

Lung and Infection CT-Scan-Based Segmentation with 3D UNet Architecture and Its Modification
by: Mohammad Hamid Asnawi, et al.
Published: (2023-01-01)

SIP-UNet: Sequential Inputs Parallel UNet Architecture for Segmentation of Brain Tissues from Magnetic Resonance Images
by: Rukesh Prajapati, et al.
Published: (2022-08-01)

Ischemia and Hemorrhage detection in CT images with Hyper parameter optimization of classification models and Improved UNet Segmentation Model
by: Ali Furkan Kamanlı, et al.
Published: (2023-04-01)

Evaluation and optimization for liquid-based preparation cytology in whole slide imaging
by: Roy E Lee, et al.
Published: (2011-01-01)

Improving Radar Reflectivity Reconstruction with Himawari-9 and UNet++ for Off-Shore Weather Monitoring
by: Bingcheng Wan, et al.
Published: (2023-12-01)

Cytopathology whole slide images and virtual microscopy adaptive tutorials: A software pilot
by: Simone L Van Es, et al.
Published: (2015-01-01)

Segmentation of Lung Nodules Using Improved 3D-UNet Neural Network
by: Zhitao Xiao, et al.
Published: (2020-10-01)

Improving Walnut Images Segmentation Using Modified UNet3+ Algorithm
by: Jun Tie, et al.
Published: (2024-01-01)

UNet–Based Temperature Simulation of Hot Dry Rock in the Gonghe Basin
by: Wanli Gao, et al.
Published: (2022-08-01)

Deep Semantic Segmentation of Cell Painted Nuclei Images using UNet++
by: Palliyil Sreekumar Sreelekshmi, et al.
Published: (2023-09-01)

TransUNet++SAR: Change Detection with Deep Learning about Architectural Ensemble in SAR Images
by: Yu Du, et al.
Published: (2022-12-01)

A Nested Attention Guided UNet++ Architecture for White Matter Hyperintensity Segmentation
by: Hao Zhang, et al.
Published: (2023-01-01)

PAI-WSIT: An AI Service Platform With Support for Storing and Sharing Whole-Slide Images With Metadata and Annotations
by: Yi Jin, et al.
Published: (2019-01-01)