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Journal Articles
- 2019
[j1]Brendon Lutnick, Brandon Ginley, Darshana Govind
, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John 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): 112-119 (2019)
Conference and Workshop Papers
- 2023
- [c10]Brendon Lutnick, Nicholas J. Lucarelli, Pinaki Sarder:
Generative modeling of histology tissue reduces human annotation effort for segmentation model development. Digital and Computational Pathology 2023 - 2022
- [c9]Brendon Lutnick, David Manthey, Jan U. Becker, Jonathan E. Zuckerman, Luis Rodrigues, Kuang Yu Jen, Pinaki Sarder:
A cloud-based tool for federated segmentation of whole slide images. Digital and Computational Pathology 2022 - 2021
- [c8]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. Digital Pathology 2021 - [c7]Brendon Lutnick, Avinash Kammardi Shashiprakash, David Manthey, Pinaki Sarder:
User friendly, cloud based, whole slide image segmentation. Digital Pathology 2021 - [c6]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:
A distributed system improves inter-observer and AI concordance in annotating interstitial fibrosis and tubular atrophy. Digital Pathology 2021 - 2020
- [c5]Leema Krishna Murali, Brendon Lutnick, Brandon Ginley, John Tomaszewski, Pinaki Sarder:
Generative modeling for renal microanatomy. Digital Pathology 2020: 113200F - [c4]Brendon Lutnick, Brandon Ginley, Kuang-Yu Jen, Wen Dong, Pinaki Sarder:
Generative modeling for label-free glomerular modeling and classification. Digital Pathology 2020: 1132007 - 2018
- [c3]Brendon Lutnick, Rabi Yacoub, Kuang-Yu Jen, John Tomaszewski, Sanjay Jain, Pinaki Sarder:
Deep variational auto-encoders for unsupervised glomerular classification. Digital Pathology 2018: 105810C - [c2]Darshana Govind, Brandon Ginley, Brendon Lutnick, John Tomaszewski, Pinaki Sarder:
Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filter. Digital Pathology 2018: 1058114 - 2017
- [c1]Brendon Lutnick, John Tomaszewski, Pinaki Sarder:
Leveraging unsupervised training sets for multi-scale compartmentalization in renal pathology. Digital Pathology 2017: 101400I
Informal and Other Publications
- 2021
- [i3]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 abs/2102.11433 (2021) - 2020
- [i2]Brendon Lutnick, Wen Dong, Zohar Nussinov, Pinaki Sarder:
Unsupervised Community Detection with a Potts Model Hamiltonian, an Efficient Algorithmic Solution, and Applications in Digital Pathology. CoRR abs/2002.01599 (2020) - 2018
- [i1]Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John Tomaszewski, Kuang-Yu Jen, Pinaki Sarder:
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis. CoRR abs/1812.07509 (2018)
Coauthor Index
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