Brendon Lutnick

18 papers Journal 6Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
GRASP-PsONet: Gradient-Based Removal of Spurious Patterns for PsOriasis Severity Classification.
MICCAI (13)
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
2025 J jnl
GRASP-PsONet: Gradient-based Removal of Spurious Patterns for PsOriasis Severity Classification.
CoRR
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
2025 — conf
PSO-NET: Development of an Automated Psoriasis Assessment System Using Attention-Based Interpretable Deep Neural Networks.
ISBI
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
2025 J jnl
PSO-Net: Development of an automated psoriasis assessment system using attention-based interpretable deep neural networks.
CoRR
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
2023 — conf
Generative modeling of histology tissue reduces human annotation effort for segmentation model development.
Digital and Computational Pathology
Brendon Lutnick, Nicholas J. Lucarelli, Pinaki Sarder
2022 — conf
A cloud-based tool for federated segmentation of whole slide images.
Digital and Computational Pathology
Brendon Lutnick, David Manthey, Jan U. Becker, Jonathan E. Zuckerman, Luis Rodrigues, Kuang Yu Jen, 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 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
2021 — conf
User friendly, cloud based, whole slide image segmentation.
Digital Pathology
Brendon Lutnick, Avinash Kammardi Shashiprakash, David Manthey, 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
Unsupervised Community Detection with a Potts Model Hamiltonian, an Efficient Algorithmic Solution, and Applications in Digital Pathology.
CoRR
Brendon Lutnick, Wen Dong, Zohar Nussinov, 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
Deep variational auto-encoders for unsupervised glomerular classification.
Digital Pathology
Brendon Lutnick, Rabi Yacoub, Kuang-Yu Jen, John Tomaszewski, Sanjay Jain, 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
Leveraging unsupervised training sets for multi-scale compartmentalization in renal pathology.
Digital Pathology
Brendon Lutnick, John Tomaszewski, Pinaki Sarder