Brandon Ginley

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 14

Top Topics

Neural Network Training

Fully Automated

Top Venues

Medical Imaging: Digital Pathology

Nat. Mach. Intell.

Publications

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 E. Tomaszewski, David Manthey, Pinaki Sarder
A distributed system improves inter-observer and AI concordance in annotating interstitial fibrosis and tubular atrophy. Medical Imaging: Digital Pathology (2021)
Kuang-Yu Jen, Leema Krishna Murali, Brendon Lutnick, Brandon Ginley, Darshana Govind, Hidetoshi Mori, Guofeng Gao, Pinaki Sarder
In silico multi-compartment detection based on multiplex immunohistochemical staining in renal pathology. Medical Imaging: Digital Pathology (2021)
Brendon Lutnick, Leema Krishna Murali, Brandon Ginley, Pinaki Sarder
Histo-fetch - On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training. CoRR (2021)
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
Automated detection and quantification of Wilms' Tumor 1-positive cells in murine diabetic kidney disease. Medical Imaging: Digital Pathology (2021)
Brendon Lutnick, Brandon Ginley, Kuang-Yu Jen, Wen Dong, Pinaki Sarder
Generative modeling for label-free glomerular modeling and classification. Medical Imaging: Digital Pathology (2020)
Leema Krishna Murali, Brendon Lutnick, Brandon Ginley, John E. Tomaszewski, Pinaki Sarder
Generative modeling for renal microanatomy. Medical Imaging: Digital Pathology (2020)
Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Giovanni Maria Rossi, Sanjay Jain, Pinaki Sarder
Fully automated classification of glomerular lesions in lupus nephritis. Medical Imaging: Digital Pathology (2020)
Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Felicia Yen, Sanjay Jain, Agnes B. Fogo, Pinaki Sarder
Neural Network Segmentation of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis in Renal Biopsies. CoRR (2020)
Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder
An integrated iterative annotation technique for easing neural network training in medical image analysis. Nat. Mach. Intell. 1 (2) (2019)
Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis. CoRR (2018)
Darshana Govind, Brandon Ginley, Brendon Lutnick, John E. Tomaszewski, Pinaki Sarder
Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filter. Medical Imaging: Digital Pathology (2018)
Brandon Ginley, Tiffany Emmons, Prabhu Sasankan, Constantin Urban, Brahm H. Segal, Pinaki Sarder
Identification and characterization of neutrophil extracellular trap shapes in flow cytometry. Medical Imaging: Digital Pathology (2017)
Brandon Ginley, John E. Tomaszewski, Pinaki Sarder
Automatic computational labeling of glomerular textural boundaries. Medical Imaging: Digital Pathology (2017)
Pinaki Sarder, Brandon Ginley, John E. Tomaszewski
Automated renal histopathology: digital extraction and quantification of renal pathology. Medical Imaging: Digital Pathology (2016)