Brendon Lutnick

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 9

Top Topics

Neural Network Training

Unsupervised Methods

Generative Model

Robust Classification

Top Venues

Medical Imaging: Digital Pathology

Nat. Mach. Intell.

Publications

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 (2021)
Brendon Lutnick, Brandon Ginley, Kuang-Yu Jen, Wen Dong, Pinaki Sarder
Generative modeling for label-free glomerular modeling and classification. Medical Imaging: Digital Pathology (2020)
Leema Krishna Murali, Brendon Lutnick, Brandon Ginley, John E. Tomaszewski, Pinaki Sarder
Generative modeling for renal microanatomy. Medical Imaging: Digital Pathology (2020)
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 (2020)
Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John E. 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) (2019)
Brendon Lutnick, Rabi Yacoub, Kuang-Yu Jen, John E. Tomaszewski, Sanjay Jain, Pinaki Sarder
Deep variational auto-encoders for unsupervised glomerular classification. Medical Imaging: Digital Pathology (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
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis. CoRR (2018)
Darshana Govind, Brandon Ginley, Brendon Lutnick, John E. Tomaszewski, Pinaki Sarder
Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filter. Medical Imaging: Digital Pathology (2018)
Brendon Lutnick, John E. Tomaszewski, Pinaki Sarder
Leveraging unsupervised training sets for multi-scale compartmentalization in renal pathology. Medical Imaging: Digital Pathology (2017)