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Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training


Mar 01, 2021
Brendon Lutnick, Leema Krishna Murali, Brandon Ginley, Avi Z. Rosenberg, Pinaki Sarder

* 5 pages, 2 figures 

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A tool for user friendly, cloud based, whole slide image segmentation


Jan 18, 2021
Brendon Lutnick, David Manthey, Pinaki Sarder

* 7 pages, 4 figures, and 26 references. We are currently preparing it for submission in a peer reviewed journal 

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


Feb 05, 2020
Brendon Lutnick, Wen Dong, Zohar Nussinov, Pinaki Sarder

* 46 pages, 19 Figures 

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Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis


Dec 18, 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

* 15 pages, 7 figures, 2 supplemental figures (on the last page) 

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