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Joel H. Saltz

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Open and reusable deep learning for pathology with WSInfer and QuPath

Sep 08, 2023
Jakub R. Kaczmarzyk, Alan O'Callaghan, Fiona Inglis, Tahsin Kurc, Rajarsi Gupta, Erich Bremer, Peter Bankhead, Joel H. Saltz

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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

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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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Visual attention analysis of pathologists examining whole slide images of Prostate cancer

Feb 17, 2022
Souradeep Chakraborty, Ke Ma, Rajarsi Gupta, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras

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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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