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Picture for Brandon Ginley

Brandon Ginley

Department of Pathology & Anatomical Sciences, University at Buffalo, the State University of New York, Buffalo, New York

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

Mar 01, 2021
Brendon Lutnick, Leema Krishna Murali, Brandon Ginley, Avi Z. Rosenberg, Pinaki Sarder

* 5 pages, 2 figures 

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

Feb 28, 2020
Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Felicia Yen, Sanjay Jain, Agnes Fogo, Pinaki Sarder

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

Dec 18, 2018
Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder

* 15 pages, 7 figures, 2 supplemental figures (on the last page) 

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