Contact and support
Need help, have a question, or want to contact the ResearchHub team?
© 2026 ResearchHub. Built for responsible scholarly connection.
Research graph
References from GNCnn: A QuPath extension for glomerulosclerosis and glomerulonephritis characterization based on deep learning. Local targets link to admitted publications; unresolved targets remain external evidence.
The Banff 97 working classification of renal allograft pathology
10.1046/j.1523-1755.1999.00299.x · 1999 · External reference
10.1038/ki.2009.168
10.1038/ki.2009.168 · External reference
10.1038/ki.2009.243
10.1038/ki.2009.243 · External reference
10.1016/j.kint.2017.02.003
10.1016/j.kint.2017.02.003 · External reference
Whole slide imaging (WSI) in pathology: current perspectives and future directions
10.1007/s10278-020-00351-z · 2020 · External reference
10.3390/jpm14070693
10.3390/jpm14070693 · External reference
Whole slide imaging technology and its applications: Current and emerging perspectives
10.1177/10668969231185089 · 2024 · External reference
Digital pathology consultations-a new era in digital imaging, challenges and practical applications
10.1007/s10278-013-9572-0 · 2013 · External reference
Optimum web viewer application for dicom whole slide image visualization in anatomical pathology
10.1016/j.cmpb.2019.104983 · 2019 · External reference
Interoperable slide microscopy viewer and annotation tool for imaging data science and computational pathology
10.1038/s41467-023-37224-2 · 2023 · External reference
10.2144/000112517
10.2144/000112517 · External reference
10.1038/s41598-017-17204-5
10.1038/s41598-017-17204-5 · External reference
10.1016/j.csbj.2021.01.022
10.1016/j.csbj.2021.01.022 · External reference
Unresolved reference
External reference
10.1038/s41592-020-01018-x
10.1038/s41592-020-01018-x · External reference
10.1038/s41592-022-01663-4
10.1038/s41592-022-01663-4 · External reference
10.1038/s41592-022-01639-4
10.1038/s41592-022-01639-4 · External reference
Digital counting of tissue cells for molecular analysis: the quantum pipeline
2024 · External reference
10.1101/2023.06.13.544786
10.1101/2023.06.13.544786 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
External reference
Unresolved reference
2018 · External reference
10.1038/s41698-024-00499-9
10.1038/s41698-024-00499-9 · External reference
MarrowQuant 2.0: a digital pathology workflow assisting bone marrow evaluation in experimental and clinical hematology
10.1016/j.modpat.2022.100088 · 2023 · External reference
10.1038/s41698-025-00841-9
10.1038/s41698-025-00841-9 · External reference
Unresolved reference
External reference
Time for a full digital approach in nephropathology: a systematic review of current artificial intelligence applications and future directions
10.1007/s40620-023-01775-w · 2024 · External reference
Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy
10.1016/j.cmpb.2023.107814 · 2023 · External reference
The digital slide archive: a software platform for management, integration, and analysis of histology for cancer research
10.1158/0008-5472.can-17-0629 · 2017 · External reference
Orbit image analysis: an open-source whole slide image analysis tool
10.1371/journal.pcbi.1007313 · 2020 · External reference
10.1093/bioinformatics/btw013
10.1093/bioinformatics/btw013 · External reference
A user-friendly tool for cloud-based whole slide image segmentation with examples from renal histopathology
10.1038/s43856-022-00138-z · 2022 · External reference
Podosighter: a cloud-based tool for label-free podocyte detection in kidney whole-slide images
10.1681/asn.2021050630 · 2021 · External reference
A deep learning-based approach for glomeruli instance segmentation from multistained renal biopsy pathologic images
10.1016/j.ajpath.2021.05.004 · 2021 · External reference
Glomerular disease classification and lesion identification by machine learning
10.1016/j.bj.2021.08.011 · 2022 · External reference
Computational pipeline for glomerular segmentation and association of the quantified regions with prognosis of kidney function in iga nephropathy
10.3390/diagnostics12122955 · 2022 · External reference
10.1016/j.cmpb.2019.105273
10.1016/j.cmpb.2019.105273 · External reference
A deep learning instance segmentation approach for global glomerulosclerosis assessment in donor kidney biopsies
10.3390/electronics9111768 · 2020 · External reference
10.1016/j.compmedimag.2021.101930
10.1016/j.compmedimag.2021.101930 · External reference
Standardized classification and reporting of glomerulonephritis
10.1093/ndt/gfy220 · 2019 · External reference
10.1016/s0140-6736(05)66583-x
10.1016/s0140-6736(05)66583-x · External reference
The five types of glomerulonephritis classified by pathogenesis, activity and chronicity (gn-ac)
10.1093/ndt/gfad067 · 2023 · External reference
Artificial intelligence in renal pathology: current status and future
10.17305/bjbms.2022.8318 · 2023 · External reference
Artificial intelligence: is there a potential role in nephropathology?
10.1093/ndt/gfaa181 · 2022 · External reference
Impact of dataset size on classification performance: an empirical evaluation in the medical domain
10.3390/app11020796 · 2021 · External reference
Evaluation of the classification accuracy of the kidney biopsy direct immunofluorescence through convolutional neural networks
10.2215/cjn.03210320 · 2020 · External reference
Classification of renal biopsy direct immunofluorescence image using multiple attention convolutional neural network
10.1016/j.cmpb.2021.106532 · 2022 · External reference
10.1016/j.ekir.2017.11.002
10.1016/j.ekir.2017.11.002 · External reference
Unresolved reference
External reference
Unsupervised machine learning for identifying important visual features through bag-of-words using histopathology data from chronic kidney disease
10.1038/s41598-022-08974-8 · 2022 · External reference
Smartpathk: a platform for teaching glomerulopathies using machine learning
10.1186/s12909-021-02680-1 · 2021 · External reference
10.1016/j.jtho.2018.09.025
10.1016/j.jtho.2018.09.025 · External reference
Improving the diagnostic accuracy of the pd-l1 test with image analysis and multiplex hybridization
10.3390/cancers12051114 · 2020 · External reference
10.1038/s41591-019-0508-1
10.1038/s41591-019-0508-1 · External reference
Independent real-world application of a clinical-grade automated prostate cancer detection system
10.1002/path.5662 · 2021 · External reference
The OpenCV Library
2000 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Unresolved reference
External reference
A threshold selection method from gray-level histograms
1975 · External reference
Unresolved reference
2008 · External reference
10.17487/rfc7946
10.17487/rfc7946 · External reference
Cascade r-cnn: High quality object detection and instance segmentation
10.1109/tpami.2019.2956516 · 2019 · External reference
Unresolved reference
2016 · External reference
10.1007/s11263-015-0816-y
10.1007/s11263-015-0816-y · External reference
Unresolved reference
External reference
Relationship between magnification and resolution in digital pathology systems
10.4103/2153-3539.116866 · 2013 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2024 · External reference
Data for glomeruli characterization in histopathological images
10.1016/j.dib.2020.105314 · 2020 · External reference
Unresolved reference
2022 · External reference