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Evaluating histopathology transfer learning with ChampKit


Jun 14, 2022
Jakub R. Kaczmarzyk, Tahsin M. Kurc, Shahira Abousamra, Rajarsi Gupta, Joel H. Saltz, Peter K. Koo

* Submitted to NeurIPS 2022 Track on Datasets and Benchmarks. Source code available at https://github.com/kaczmarj/champkit 

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Federated Learning for the Classification of Tumor Infiltrating Lymphocytes


Apr 01, 2022
Ujjwal Baid, Sarthak Pati, Tahsin M. Kurc, Rajarsi Gupta, Erich Bremer, Shahira Abousamra, Siddhesh P. Thakur, Joel H. Saltz, Spyridon Bakas


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Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer Types


Feb 18, 2020
Le Hou, Rajarsi Gupta, John S. Van Arnam, Yuwei Zhang, Kaustubh Sivalenka, Dimitris Samaras, Tahsin M. Kurc, Joel H. Saltz


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Unsupervised Histopathology Image Synthesis


Dec 13, 2017
Le Hou, Ayush Agarwal, Dimitris Samaras, Tahsin M. Kurc, Rajarsi R. Gupta, Joel H. Saltz


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Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images


Apr 10, 2017
Le Hou, Vu Nguyen, Dimitris Samaras, Tahsin M. Kurc, Yi Gao, Tianhao Zhao, Joel H. Saltz


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Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images


Jan 10, 2017
Veda Murthy, Le Hou, Dimitris Samaras, Tahsin M. Kurc, Joel H. Saltz


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Neural Networks with Smooth Adaptive Activation Functions for Regression


Aug 23, 2016
Le Hou, Dimitris Samaras, Tahsin M. Kurc, Yi Gao, Joel H. Saltz


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Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification


Mar 09, 2016
Le Hou, Dimitris Samaras, Tahsin M. Kurc, Yi Gao, James E. Davis, Joel H. Saltz


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