Brandon Ginley

According to our database, Brandon Ginley authored at least 19 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Automated reference kidney histomorphometry using a panoptic segmentation neural network correlates to patient demographics and creatinine.

Brandon Ginley, Nicholas J. Lucarelli, Jarcy Zee, Sanjay Jain, Seung Seok Han, Luis Rodrigues, Michelle L. Wong, Kuang-Yu Jen, Pinaki Sarder

Proceedings of the Medical Imaging 2023: Digital and Computational Pathology, 2023

2022

Computational integration of renal histology and urinary proteomics using neural networks.

Nicholas J. Lucarelli, Donghwan Yun, Dohyun Han, Brandon Ginley, Kyung Chul Moon, Avi Rosenberg, John Tomaszewski, Seung Seok Han, Pinaki Sarder

Proceedings of the Medical Imaging 2022: Digital and Computational Pathology, 2022

Automated tubular morphometric visualization for whole kidney biopsy.

Neil Kavthekar, Brandon Ginley, Samuel P. Border, Nicholas J. Lucarelli, Kuang-Yu Jen, Pinaki Sarder

Proceedings of the Medical Imaging 2022: Digital and Computational Pathology, 2022

HistoLens: a generalizable tool for increasing accessibility and interpretability of quantitative analyses in digital pathology.

Samuel P. Border, Brandon Ginley, John E. Tomaszewski, Pinaki Sarder

Proceedings of the Medical Imaging 2022: Digital and Computational Pathology, 2022

2021

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

Brendon Lutnick, Leema Krishna Murali, Brandon Ginley, Pinaki Sarder

CoRR, 2021

A distributed system improves inter-observer and AI concordance in annotating interstitial fibrosis and tubular atrophy.

Avinash Kammardi Shashiprakash, Brendon Lutnick, Brandon Ginley, Darshana Govind, Nicholas J. Lucarelli, Kuang-Yu Jen, Avi Z. Rosenberg, Anatoly Urisman, Vighnesh Walavalkar, Jonathan E. Zuckerman, Marco Delsante, Mei Lin Z. Bissonnette, John Tomaszewski, David Manthey, Pinaki Sarder

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

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

Kuang-Yu Jen, Leema Krishna Murali, Brendon Lutnick, Brandon Ginley, Darshana Govind, Hidetoshi Mori, Guofeng Gao, Pinaki Sarder

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

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

Darshana Govind, Briana A. Santo, Brandon Ginley, Rabi Yacoub, Avi Z. Rosenberg, Kuang-Yu Jen, Vighnesh Walavalkar, Gregory E. Wilding, Amber M. Worral, Imtiaz Mohammad, Pinaki Sarder

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

2020

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

Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Felicia Yen, Sanjay Jain, Agnes B. Fogo, Pinaki Sarder

CoRR, 2020

Generative modeling for renal microanatomy.

Leema Krishna Murali, Brendon Lutnick, Brandon Ginley, John Tomaszewski, Pinaki Sarder

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Generative modeling for label-free glomerular modeling and classification.

Brendon Lutnick, Brandon Ginley, Kuang-Yu Jen, Wen Dong, Pinaki Sarder

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

Fully automated classification of glomerular lesions in lupus nephritis.

Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Giovanni Maria Rossi, Sanjay Jain, Pinaki Sarder

Proceedings of the Medical Imaging 2020: Digital Pathology, 2020

2019

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

Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John Tomaszewski, Kuang-Yu Jen, Pinaki Sarder

Nat. Mach. Intell., 2019

2018

Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis.

Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John Tomaszewski, Kuang-Yu Jen, Pinaki Sarder

CoRR, 2018

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

Darshana Govind, Brandon Ginley, Brendon Lutnick, John Tomaszewski, Pinaki Sarder

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

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

Brandon G. Ginley, John Tomaszewski, Kuang-Yu Jen, Agnes B. Fogo, Sanjay Jain, Pinaki Sarder

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

2017

Automatic computational labeling of glomerular textural boundaries.

Brandon Ginley, John Tomaszewski, Pinaki Sarder

Proceedings of the Medical Imaging 2017: Digital Pathology, 2017

Identification and characterization of neutrophil extracellular trap shapes in flow cytometry.

Brandon Ginley, Tiffany Emmons, Prabhu Sasankan, Constantin Urban, Brahm H. Segal, Pinaki Sarder

Proceedings of the Medical Imaging 2017: Digital Pathology, 2017

2016

Automated renal histopathology: digital extraction and quantification of renal pathology.

Pinaki Sarder, Brandon Ginley, John Tomaszewski

Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016