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Shahira Abousamra

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TopoSemiSeg: Enforcing Topological Consistency for Semi-Supervised Segmentation of Histopathology Images

Dec 06, 2023
Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen

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Calibrating Uncertainty for Semi-Supervised Crowd Counting

Aug 19, 2023
Chen Li, Xiaoling Hu, Shahira Abousamra, Chao Chen

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Topology-Guided Multi-Class Cell Context Generation for Digital Pathology

Apr 05, 2023
Shahira Abousamra, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen

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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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A Novel Framework for Characterization of Tumor-Immune Spatial Relationships in Tumor Microenvironment

May 01, 2022
Mahmudul Hasan, Jakub R. Kaczmarzyk, David Paredes, Lyanne Oblein, Jaymie Oentoro, Shahira Abousamra, Michael Horowitz, Dimitris Samaras, Chao Chen, Tahsin Kurc, Kenneth R. Shroyer, Joel Saltz

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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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Multi-Class Cell Detection Using Spatial Context Representation

Oct 10, 2021
Shahira Abousamra, David Belinsky, John Van Arnam, Felicia Allard, Eric Yee, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen

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Localization in the Crowd with Topological Constraints

Dec 23, 2020
Shahira Abousamra, Minh Hoai, Dimitris Samaras, Chao Chen

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