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Drew F. K. Williamson
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2020 – today
- 2024
- [j8]Sanghoon Lee
, Kazi Aminul Islam
, Sai Chandana Koganti
, Varshini Yaganti
, Sai Ramya Sri Mamillapalli, Hannah Vitalos
, Drew F. K. Williamson:
SN-FPN: Self-Attention Nested Feature Pyramid Network for Digital Pathology Image Segmentation. IEEE Access 12: 92764-92773 (2024) - [i21]Andrew H. Song, Guillaume Jaume, Drew F. K. Williamson, Ming Y. Lu, Anurag Vaidya, Tiffany R. Miller, Faisal Mahmood:
Artificial Intelligence for Digital and Computational Pathology. CoRR abs/2401.06148 (2024) - [i20]Guillaume Jaume, Lukas Oldenburg, Anurag Vaidya, Richard J. Chen, Drew F. K. Williamson, Thomas Peeters, Andrew H. Song, Faisal Mahmood:
Transcriptomics-guided Slide Representation Learning in Computational Pathology. CoRR abs/2405.11618 (2024) - [i19]Andrew H. Song, Richard J. Chen, Tong Ding, Drew F. K. Williamson, Guillaume Jaume, Faisal Mahmood:
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology. CoRR abs/2405.11643 (2024) - [i18]Guillaume Jaume, Paul Doucet, Andrew H. Song, Ming Y. Lu, Cristina Almagro-Pérez, Sophia J. Wagner, Anurag J. Vaidya, Richard J. Chen, Drew F. K. Williamson, Ahrong Kim, Faisal Mahmood:
HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis. CoRR abs/2406.16192 (2024) - 2023
- [c5]Ming Y. Lu, Bowen Chen, Andrew Zhang, Drew F. K. Williamson, Richard J. Chen, Tong Ding, Long Phi Le, Yung-Sung Chuang, Faisal Mahmood:
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images. CVPR 2023: 19764-19775 - [i17]Guillaume Jaume, Anurag Vaidya, Richard J. Chen, Drew F. K. Williamson, Paul Pu Liang, Faisal Mahmood:
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction. CoRR abs/2304.06819 (2023) - [i16]Ming Y. Lu, Bowen Chen, Andrew Zhang, Drew F. K. Williamson, Richard J. Chen, Tong Ding, Long Phi Le, Yung-Sung Chuang, Faisal Mahmood:
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images. CoRR abs/2306.07831 (2023) - [i15]Ming Y. Lu, Bowen Chen, Drew F. K. Williamson
, Richard J. Chen, Ivy Liang, Tong Ding, Guillaume Jaume, Igor Odintsov, Andrew Zhang, Long Phi Le, Georg Gerber, Anil V. Parwani, Faisal Mahmood:
Towards a Visual-Language Foundation Model for Computational Pathology. CoRR abs/2307.12914 (2023) - [i14]Andrew H. Song, Mane Williams, Drew F. K. Williamson
, Guillaume Jaume, Andrew Zhang, Bowen Chen, Robert Serafin, Jonathan T. C. Liu, Alexander S. Baras, Anil V. Parwani, Faisal Mahmood:
Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples. CoRR abs/2307.14907 (2023) - [i13]Richard J. Chen, Tong Ding, Ming Y. Lu, Drew F. K. Williamson
, Guillaume Jaume, Bowen Chen, Andrew Zhang, Daniel Shao, Andrew H. Song, Muhammad Shaban, Mane Williams, Anurag Vaidya, Sharifa Sahai, Lukas Oldenburg, Luca L. Weishaupt, Judy J. Wang, Walt Williams, Long Phi Le, Georg Gerber, Faisal Mahmood:
A General-Purpose Self-Supervised Model for Computational Pathology. CoRR abs/2308.15474 (2023) - [i12]Ming Y. Lu, Bowen Chen, Drew F. K. Williamson
, Richard J. Chen, Kenji Ikamura, Georg Gerber, Ivy Liang, Long Phi Le, Tong Ding, Anil V. Parwani, Faisal Mahmood:
A Foundational Multimodal Vision Language AI Assistant for Human Pathology. CoRR abs/2312.07814 (2023) - 2022
- [j7]Ming Y. Lu, Richard J. Chen, Dehan Kong, Jana Lipková, Rajendra Singh, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood:
Federated learning for computational pathology on gigapixel whole slide images. Medical Image Anal. 76: 102298 (2022) - [j6]Jochen K. Lennerz
, Ursula Green
, Drew F. K. Williamson, Faisal Mahmood
:
A unifying force for the realization of medical AI. npj Digit. Medicine 5 (2022) - [j5]Richard J. Chen, Ming Y. Lu
, Jingwen Wang, Drew F. K. Williamson
, Scott J. Rodig, Neal I. Lindeman, Faisal Mahmood
:
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis. IEEE Trans. Medical Imaging 41(4): 757-770 (2022) - [c4]Kevin Thandiackal
, Boqi Chen
, Pushpak Pati
, Guillaume Jaume
, Drew F. K. Williamson
, Maria Gabrani
, Orcun Goksel
:
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images. ECCV (21) 2022: 699-715 - [c3]Iain Carmichael, Andrew H. Song, Richard J. Chen, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood:
Incorporating Intratumoral Heterogeneity into Weakly-Supervised Deep Learning Models via Variance Pooling. MICCAI (2) 2022: 387-397 - [i11]Kevin Thandiackal, Boqi Chen, Pushpak Pati, Guillaume Jaume, Drew F. K. Williamson, Maria Gabrani, Orcun Goksel:
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images. CoRR abs/2204.12454 (2022) - [i10]Iain Carmichael, Andrew H. Song, Richard J. Chen, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood:
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling. CoRR abs/2206.08885 (2022) - 2021
- [j4]Ming Y. Lu
, Tiffany Y. Chen
, Drew F. K. Williamson
, Melissa Zhao, Maha Shady
, Jana Lipková, Faisal Mahmood
:
AI-based pathology predicts origins for cancers of unknown primary. Nat. 594(7861): 106-110 (2021) - [j3]Davis T. Weaver
, Kathleen I. Pishas, Drew F. K. Williamson
, Jessica Scarborough
, Stephen L. Lessnick, Andrew Dhawan
, Jacob G. Scott
:
Network potential identifies therapeutic miRNA cocktails in Ewing sarcoma. PLoS Comput. Biol. 17(10) (2021) - [c2]Richard J. Chen, Ming Y. Lu, Wei-Hung Weng, Tiffany Y. Chen, Drew F. K. Williamson, Trevor Manz, Maha Shady, Faisal Mahmood:
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images. ICCV 2021: 3995-4005 - [c1]Richard J. Chen, Ming Y. Lu, Muhammad Shaban, Chengkuan Chen, Tiffany Y. Chen, Drew F. K. Williamson, Faisal Mahmood:
Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction Using Patch-Based Graph Convolutional Networks. MICCAI (8) 2021: 339-349 - [i9]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:
Deep Learning-based Frozen Section to FFPE Translation. CoRR abs/2107.11786 (2021) - [i8]Richard J. Chen, Ming Y. Lu, Muhammad Shaban, Chengkuan Chen, Tiffany Y. Chen, Drew F. K. Williamson, Faisal Mahmood:
Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks. CoRR abs/2107.13048 (2021) - [i7]Chengkuan Chen, Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, Andrew J. Schaumberg, Faisal Mahmood:
Fast and Scalable Image Search For Histology. CoRR abs/2107.13587 (2021) - [i6]Richard J. Chen, Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, Jana Lipková, Muhammad Shaban, Maha Shady, Mane Williams, Bumjin Joo, Zahra Noor, Faisal Mahmood:
Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning. CoRR abs/2108.02278 (2021) - [i5]Richard J. Chen, Tiffany Y. Chen, Jana Lipková, Judy J. Wang, Drew F. K. Williamson, Ming Y. Lu, Sharifa Sahai, Faisal Mahmood:
Algorithm Fairness in AI for Medicine and Healthcare. CoRR abs/2110.00603 (2021) - 2020
- [i4]Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen
, Richard J. Chen, Matteo Barbieri, Faisal Mahmood
:
Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images. CoRR abs/2004.09666 (2020) - [i3]Ming Y. Lu, Melissa Zhao, Maha Shady, Jana Lipková, Tiffany Y. Chen, Drew F. K. Williamson, Faisal Mahmood
:
Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary. CoRR abs/2006.13932 (2020) - [i2]Ming Y. Lu, Dehan Kong, Jana Lipková, Richard J. Chen, Rajendra Singh, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood
:
Federated Learning for Computational Pathology on Gigapixel Whole Slide Images. CoRR abs/2009.10190 (2020)
2010 – 2019
- 2019
- [i1]Richard J. Chen, Ming Y. Lu, Jingwen Wang, Drew F. K. Williamson, Scott J. Rodig, Neal I. Lindeman, Faisal Mahmood:
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis. CoRR abs/1912.08937 (2019) - 2018
- [j2]Inom Mirzaev
, Drew F. K. Williamson
, Jacob G. Scott
:
egtplot: A Python Package for Three-Strategy Evolutionary Games. J. Open Source Softw. 3(26): 735 (2018) - [j1]Raoul R. Wadhwa
, Drew F. K. Williamson
, Andrew Dhawan
, James G. Scott:
TDAstats: R pipeline for computing persistent homology in topological data analysis. J. Open Source Softw. 3(28): 860 (2018)
Coauthor Index
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last updated on 2024-07-20 20:32 CEST by the dblp team
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