Brandon G. Ginley

发表

Computational analysis of the structural progression of human glomeruli in diabetic nephropathy

John E. Tomaszewski, Sanjay Jain, Pinaki Sarder, 2018, Medical Imaging.

A user-friendly tool for cloud-based whole slide image segmentation, with examples from renal histopathology

Brandon G. Ginley, Sanjay K. Jain, J. Zuckerman, 2021, bioRxiv.

Computational integration of renal histology and urinary proteomics using neural networks

Brandon G. Ginley, P. Sarder, K. Moon, 2022, Medical Imaging.

Endothelial Cell-Specific Molecule-1 Inhibits Albuminuria in Diabetic Mice

Brandon G. Ginley, Briana A. Santo, P. Sarder, 2021, bioRxiv.

NAD metabolism modulates inflammation and mitochondria function in diabetic kidney disease

Brandon G. Ginley, L. Brodsky, P. Sarder, 2021, bioRxiv.

NAD metabolism modulates mitochondrial function and inflammation and prevents progression of diabetic kidney disease

Brandon G. Ginley, L. Brodsky, P. Sarder, 2021 .

Variant APOL1 protein in plasma associates with larger particles in humans and mouse models of kidney injury

Brandon G. Ginley, Briana A. Santo, B. Kestenbaum, 2022, PloS one.

Automatic computational labeling of glomerular textural boundaries

John E. Tomaszewski, Brandon Ginley, Pinaki Sarder, 2017, Medical Imaging.

Unsupervised labeling of glomerular boundaries using Gabor filters and statistical testing in renal histology

Rabi Yacoub, Feng Chen, Brandon Ginley, 2017, Journal of medical imaging.

Computational Segmentation and Classification of Diabetic Glomerulosclerosis.

Rabi Yacoub, Brandon Ginley, Pinaki Sarder, 2019, Journal of the American Society of Nephrology : JASN.

Automated detection and quantification of Wilms’ Tumor 1-positive cells in murine diabetic kidney disease

Brandon G. Ginley, Briana A. Santo, Amber M. Worral, 2021, Medical Imaging.

Computational detection and quantification of human and mouse neutrophil extracellular traps in flow cytometry and confocal microscopy

Brandon G. Ginley, P. Sarder, C. Urban, 2017, Scientific Reports.

Identification and characterization of neutrophil extracellular trap shapes in flow cytometry

Brandon Ginley, Pinaki Sarder, Brandon G. Ginley, 2017, Medical Imaging.

Correlating Deep Learning-Based Automated Reference Kidney Histomorphometry with Patient Demographics and Creatinine

Brandon G. Ginley, P. Sarder, K. Jen, 2023, bioRxiv.

Structural Knowledge Transfer of Panoptic Kidney Segmentation to Other Stains, Organs, and Species

Brandon G. Ginley, P. Sarder, K. Jen, 2021 .

Automated Computational Detection of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis.

Brandon G. Ginley, J. Miecznikowski, J. Zuckerman, 2021, Journal of the American Society of Nephrology : JASN.

An integrated iterative annotation technique for easing neural network training in medical image analysis pdf

John E. Tomaszewski, Rabi Yacoub, Sanjay Jain, 2018, Nature Machine Intelligence.

Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filter

John E. Tomaszewski, Brandon Ginley, Pinaki Sarder, 2018, Medical Imaging.

Automated renal histopathology: digital extraction and quantification of renal pathology

John E. Tomaszewski, Brandon Ginley, Pinaki Sarder, 2016, SPIE Medical Imaging.

In silico multi-compartment detection based on multiplex immunohistochemical staining in renal pathology

Brandon Ginley, Pinaki Sarder, Brandon G. Ginley, 2021, Medical Imaging.

An integrated iterative annotation technique for easing neural network training in medical image analysis

John E. Tomaszewski, Rabi Yacoub, Sanjay Jain, 2019, Nat. Mach. Intell..

An integrated iterative annotation technique for easing neural network training in medical image analysis

Brandon G. Ginley, P. LaViolette, P. Sarder, 2019, Nature Machine Intelligence.

Generative modeling for renal microanatomy

John E. Tomaszewski, Brandon Ginley, Pinaki Sarder, 2020, Medical Imaging: Digital Pathology.

Discovery of Novel Digital Biomarkers for Type 2 Diabetic Nephropathy Classification via Integration of Urinary Proteomics and Pathology

Brandon G. Ginley, P. Sarder, K. Jen, 2023, medRxiv.

A user-friendly tool for cloud-based whole slide image segmentation with examples from renal histopathology

Catherine P. Jayapandian, Brandon G. Ginley, Ellen M. Quardokus, 2022, Communications Medicine.

Neural Network Segmentation of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis in Renal Biopsies pdf

Brandon Ginley, Pinaki Sarder, Avi Rosenberg, 2020, Journal of the American Society of Nephrology : JASN.

Computational detection and quantification of human and mouse neutrophil extracellular traps in flow cytometry and confocal microscopy

Brandon G. Ginley, P. Sarder, C. Urban, 2017, Scientific Reports.

Histo-fetch – on-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training

Brandon G. Ginley, P. Sarder, Brendon Lutnick, 2021, Journal of pathology informatics.