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Drew F. K. Williamson

https://www.catalyzex.com

Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling

Jun 17, 2022
Iain Carmichael, Andrew H. Song, Richard J. Chen, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood

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* To appear in MICCAI 2022

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Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images

Apr 30, 2022
Kevin Thandiackal, Boqi Chen, Pushpak Pati, Guillaume Jaume, Drew F. K. Williamson, Maria Gabrani, Orcun Goksel

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* Typos corrected

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Algorithm Fairness in AI for Medicine and Healthcare

Oct 01, 2021
Richard J. Chen, Tiffany Y. Chen, Jana Lipkova, Judy J. Wang, Drew F. K. Williamson, Ming Y. Lu, Sharifa Sahai, Faisal Mahmood

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Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning

Aug 04, 2021
Richard J. Chen, Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, Jana Lipkova, Muhammad Shaban, Maha Shady, Mane Williams, Bumjin Joo, Zahra Noor, Faisal Mahmood

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* Demo: http://pancancer.mahmoodlab.org

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Fast and Scalable Image Search For Histology

Jul 28, 2021
Chengkuan Chen, Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, Andrew J. Schaumberg, Faisal Mahmood

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Deep Learning-based Frozen Section to FFPE Translation

Jul 27, 2021
Kutsev Bengisu Ozyoruk, Sermet Can, Guliz Irem Gokceler, Kayhan Basak, Derya Demir, Gurdeniz Serin, Uguray Payam Hacisalihoglu, Berkan Darbaz, Ming Y. Lu, Tiffany Y. Chen, Drew F. K. Williamson, Funda Yilmaz, Faisal Mahmood, Mehmet Turan

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Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks

Jul 27, 2021
Richard J. Chen, Ming Y. Lu, Muhammad Shaban, Chengkuan Chen, Tiffany Y. Chen, Drew F. K. Williamson, Faisal Mahmood

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* MICCAI 2021

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Federated Learning for Computational Pathology on Gigapixel Whole Slide Images

Sep 23, 2020
Ming Y. Lu, Dehan Kong, Jana Lipkova, Richard J. Chen, Rajendra Singh, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood

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Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary

Jun 29, 2020
Ming Y. Lu, Melissa Zhao, Maha Shady, Jana Lipkova, Tiffany Y. Chen, Drew F. K. Williamson, Faisal Mahmood

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