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Brandon Ginley
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Computational segmentation and classification of diabetic glomerulosclerosis
B Ginley, B Lutnick, KY Jen, AB Fogo, S Jain, A Rosenberg, V Walavalkar, ...
Journal of the American Society of Nephrology 30 (10), 1953-1967, 2019
1872019
An integrated iterative annotation technique for easing neural network training in medical image analysis
B Lutnick, B Ginley, D Govind, SD McGarry, PS LaViolette, R Yacoub, ...
Nature machine intelligence 1 (2), 112-119, 2019
1252019
Automated computational detection of interstitial fibrosis, tubular atrophy, and glomerulosclerosis
B Ginley, KY Jen, SS Han, L Rodrigues, S Jain, AB Fogo, J Zuckerman, ...
Journal of the American Society of Nephrology 32 (4), 837-850, 2021
622021
Unsupervised labeling of glomerular boundaries using Gabor filters and statistical testing in renal histology
B Ginley, JE Tomaszewski, R Yacoub, F Chen, P Sarder
Journal of Medical Imaging 4 (2), 021102-021102, 2017
322017
Automated renal histopathology: digital extraction and quantification of renal pathology
P Sarder, B Ginley, JE Tomaszewski
Medical Imaging 2016: Digital Pathology 9791, 112-123, 2016
302016
Cadherin-11, Sparc-related modular calcium binding protein-2, and Pigment epithelium-derived factor are promising non-invasive biomarkers of kidney fibrosis
IM Schmidt, MR Colona, BR Kestenbaum, LG Alexopoulos, R Palsson, ...
Kidney international 100 (3), 672-683, 2021
282021
Computational detection and quantification of human and mouse neutrophil extracellular traps in flow cytometry and confocal microscopy
BG Ginley, T Emmons, B Lutnick, CF Urban, BH Segal, P Sarder
Scientific reports 7 (1), 17755, 2017
272017
A user-friendly tool for cloud-based whole slide image segmentation with examples from renal histopathology
B Lutnick, D Manthey, JU Becker, B Ginley, K Moos, JE Zuckerman, ...
Communications medicine 2 (1), 105, 2022
192022
Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filter
D Govind, B Ginley, B Lutnick, JE Tomaszewski, P Sarder
Medical Imaging 2018: Digital Pathology 10581, 297-303, 2018
192018
Generative modeling for renal microanatomy
LK Murali, B Lutnick, B Ginley, JE Tomaszewski, P Sarder
Medical Imaging 2020: Digital Pathology 11320, 99-108, 2020
152020
Fully automated classification of glomerular lesions in lupus nephritis
B Ginley, KY Jen, A Rosenberg, GM Rossi, S Jain, P Sarder
Medical Imaging 2020: Digital Pathology 11320, 231-237, 2020
142020
Neural network segmentation of interstitial fibrosis, tubular atrophy, and glomerulosclerosis in renal biopsies
B Ginley, KY Jen, A Rosenberg, F Yen, S Jain, A Fogo, P Sarder
arXiv preprint arXiv:2002.12868, 2020
122020
Computational analysis of the structural progression of human glomeruli in diabetic nephropathy
BG Ginley, JE Tomaszewski, KY Jen, A Fogo, S Jain, P Sarder
Medical Imaging 2018: Digital Pathology 10581, 71-77, 2018
92018
Automatic computational labeling of glomerular textural boundaries
B Ginley, JE Tomaszewski, P Sarder
Medical Imaging 2017: Digital Pathology 10140, 100-105, 2017
92017
Histo-fetch–On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training
B Lutnick, LK Murali, B Ginley, AZ Rosenberg, P Sarder
Journal of Pathology Informatics 13, 100169, 2022
72022
In silico multi-compartment detection based on multiplex immunohistochemical staining in renal pathology
KY Jen, LK Murali, B Lutnick, B Ginley, D Govind, H Mori, G Gao, P Sarder
Medical Imaging 2021: Digital Pathology 11603, 294-301, 2021
62021
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis
B Lutnick, B Ginley, D Govind, SD McGarry, PS LaViolette, R Yacoub, ...
arXiv preprint arXiv:1812.07509, 2018
62018
Automated detection and quantification of Wilms’ Tumor 1-positive cells in murine diabetic kidney disease
D Govind, BA Santo, B Ginley, R Yacoub, AZ Rosenberg, KY Jen, ...
Medical Imaging 2021: Digital Pathology 11603, 76-82, 2021
52021
Generative modeling for label-free glomerular modeling and classification
B Lutnick, B Ginley, KY Jen, W Dong, P Sarder
Medical Imaging 2020: Digital Pathology 11320, 35-40, 2020
52020
NAD metabolism modulates inflammation and mitochondria function in diabetic kidney disease
K Myakala, XX Wang, NV Shults, E Krawczyk, BA Jones, X Yang, ...
Journal of Biological Chemistry 299 (8), 2023
42023
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