Brendon Lutnick

According to our database, Brendon Lutnick authored at least 16 papers between 2017 and 2025.

Collaborative distances:

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

2025

GRASP-PsONet: Gradient-based Removal of Spurious Patterns for PsOriasis Severity Classification.

Basudha Pal, Sharif Amit Kamran, Brendon Lutnick, Molly V. Lucas, Chaitanya Parmar, Asha Patel Shah, David Apfel, Steven Fakharzadeh, Lloyd Miller, Gabriela Oana Cula, Kristopher Standish

CoRR, June, 2025

PSO-NET: Development of an Automated Psoriasis Assessment System Using Attention-Based Interpretable Deep Neural Networks.

Sharif Amit Kamran, Molly V. Lucas, Brendon Lutnick, Chaitanya Parmar, Basudha Pal, Asha Patel Shah, David Apfel, Steven Fakharzadeh, Lloyd Miller, Stephen S. F. Yip, Kristopher Standish, Gabriela Oana Cula

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2023

Generative modeling of histology tissue reduces human annotation effort for segmentation model development.

Brendon Lutnick, Nicholas J. Lucarelli, Pinaki Sarder

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

2022

A cloud-based tool for federated segmentation of whole slide images.

Brendon Lutnick, David Manthey, Jan U. Becker, Jonathan E. Zuckerman, Luis Rodrigues, Kuang Yu Jen, 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

User friendly, cloud based, whole slide image segmentation.

Brendon Lutnick, Avinash Kammardi Shashiprakash, 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

2020

Unsupervised Community Detection with a Potts Model Hamiltonian, an Efficient Algorithmic Solution, and Applications in Digital Pathology.

Brendon Lutnick, Wen Dong, Zohar Nussinov, 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

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

Deep variational auto-encoders for unsupervised glomerular classification.

Brendon Lutnick, Rabi Yacoub, Kuang-Yu Jen, John Tomaszewski, Sanjay Jain, Pinaki Sarder

Proceedings of the Medical Imaging 2018: Digital Pathology, 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

2017

Leveraging unsupervised training sets for multi-scale compartmentalization in renal pathology.

Brendon Lutnick, John Tomaszewski, Pinaki Sarder

Proceedings of the Medical Imaging 2017: Digital Pathology, 2017