Brandon Ginley

18 papers Journal 4Unranked 14

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Automated reference kidney histomorphometry using a panoptic segmentation neural network correlates to patient demographics and creatinine. Digital and Computational Pathology Brandon Ginley, Nicholas J. Lucarelli, Jarcy Zee, Sanjay Jain, Seung Seok Han, Luis Rodrigues, Michelle L. Wong, Kuang-Yu Jen, Pinaki Sarder
2022	—	`conf`	Automated tubular morphometric visualization for whole kidney biopsy. Digital and Computational Pathology Neil Kavthekar, Brandon Ginley, Samuel P. Border, Nicholas J. Lucarelli, Kuang-Yu Jen, Pinaki Sarder
2022	—	`conf`	Computational integration of renal histology and urinary proteomics using neural networks. Digital and Computational Pathology Nicholas J. Lucarelli, Donghwan Yun, Dohyun Han, Brandon Ginley, Kyung Chul Moon, Avi Rosenberg, John Tomaszewski, Seung Seok Han, Pinaki Sarder
2022	—	`conf`	HistoLens: a generalizable tool for increasing accessibility and interpretability of quantitative analyses in digital pathology. Digital and Computational Pathology Samuel P. Border, Brandon Ginley, John E. Tomaszewski, Pinaki Sarder
2021	—	`conf`	A distributed system improves inter-observer and AI concordance in annotating interstitial fibrosis and tubular atrophy. Digital Pathology 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
2021	—	`conf`	Automated detection and quantification of Wilms' Tumor 1-positive cells in murine diabetic kidney disease. Digital Pathology 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
2021	J	`jnl`	Histo-fetch - On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training. CoRR Brendon Lutnick, Leema Krishna Murali, Brandon Ginley, Pinaki Sarder
2021	—	`conf`	In silico multi-compartment detection based on multiplex immunohistochemical staining in renal pathology. Digital Pathology Kuang-Yu Jen, Leema Krishna Murali, Brendon Lutnick, Brandon Ginley, Darshana Govind, Hidetoshi Mori, Guofeng Gao, Pinaki Sarder
2020	—	`conf`	Fully automated classification of glomerular lesions in lupus nephritis. Digital Pathology Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Giovanni Maria Rossi, Sanjay Jain, Pinaki Sarder
2020	—	`conf`	Generative modeling for label-free glomerular modeling and classification. Digital Pathology Brendon Lutnick, Brandon Ginley, Kuang-Yu Jen, Wen Dong, Pinaki Sarder
2020	—	`conf`	Generative modeling for renal microanatomy. Digital Pathology Leema Krishna Murali, Brendon Lutnick, Brandon Ginley, John Tomaszewski, Pinaki Sarder
2020	J	`jnl`	Neural Network Segmentation of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis in Renal Biopsies. CoRR Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Felicia Yen, Sanjay Jain, Agnes B. Fogo, Pinaki Sarder
2019	J	`jnl`	An integrated iterative annotation technique for easing neural network training in medical image analysis. Nat. Mach. Intell. Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John Tomaszewski, Kuang-Yu Jen, Pinaki Sarder
2018	—	`conf`	Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filter. Digital Pathology Darshana Govind, Brandon Ginley, Brendon Lutnick, John Tomaszewski, Pinaki Sarder
2018	J	`jnl`	Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis. CoRR Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John Tomaszewski, Kuang-Yu Jen, Pinaki Sarder
2017	—	`conf`	Automatic computational labeling of glomerular textural boundaries. Digital Pathology Brandon Ginley, John Tomaszewski, Pinaki Sarder
2017	—	`conf`	Identification and characterization of neutrophil extracellular trap shapes in flow cytometry. Digital Pathology Brandon Ginley, Tiffany Emmons, Prabhu Sasankan, Constantin Urban, Brahm H. Segal, Pinaki Sarder
2016	—	`conf`	Automated renal histopathology: digital extraction and quantification of renal pathology. Digital Pathology Pinaki Sarder, Brandon Ginley, John Tomaszewski