Drew FK Williamson

Computational Pathology and Molecular Diagnostics



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Department of Pathology and Laboratory Medicine

Emory University School of Medicine




Drew FK Williamson

Computational Pathology and Molecular Diagnostics



Department of Pathology and Laboratory Medicine

Emory University School of Medicine



Selected Publications


Towards a general-purpose foundation model for computational pathology


Richard J Chen, Tong Ding, Ming Y Lu, Drew FK Williamson, Guillaume Jaume, Andrew H Song, Bowen Chen, Andrew Zhang, Daniel Shao, Muhammad Shaban, others

Nature Medicine, Nature Publishing Group, 2024, pp. 1--13


A visual-language foundation model for computational pathology


Ming Y Lu, Bowen Chen, Drew FK Williamson, Richard J Chen, Ivy Liang, Tong Ding, Guillaume Jaume, Igor Odintsov, Long Phi Le, Georg Gerber, others

Nature Medicine, Nature Publishing Group, 2024, pp. 1--12


Algorithmic fairness in artificial intelligence for medicine and healthcare


Richard J Chen, Judy J Wang, Drew FK Williamson, Tiffany Y Chen, Jana Lipkova, Ming Y Lu, Sharifa Sahai, Faisal Mahmood

Nature biomedical engineering, vol. 7, Nature Publishing Group UK London, 2023, pp. 719--742


A Foundational Multimodal Vision Language AI Assistant for Human Pathology


Ming Y Lu, Bowen Chen, Drew FK Williamson, Richard J Chen, Kenji Ikamura, Georg Gerber, Ivy Liang, Long Phi Le, Tong Ding, Anil V Parwani, others

arXiv preprint arXiv:2312.07814, 2023


Artificial intelligence for digital and computational pathology


Andrew H Song, Guillaume Jaume, Drew FK Williamson, Ming Y Lu, Anurag Vaidya, Tiffany R Miller, Faisal Mahmood

Nature Reviews Bioengineering, vol. 1, Nature Publishing Group UK London, 2023, pp. 930--949


Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples


Andrew H Song, Mane Williams, Drew FK Williamson, Guillaume Jaume, Andrew Zhang, Bowen Chen, Robert Serafin, Jonathan TC Liu, Alex Baras, Anil V Parwani, others

ArXiv, arXiv, 2023


Fast and scalable search of whole-slide images via self-supervised deep learning


Chen C, Lu MY, Williamson DF, Chen TY, Schaumberg AJ, Mahmood F

Nature Biomedical Engineering, 2022


A unifying force for the realization of medical AI


Jochen K Lennerz, Ursula Green, Drew FK Williamson, Faisal Mahmood

npj Digital Medicine, vol. 5, Nature Publishing Group, 2022, pp. 1--3


Detection of EGFR mutations in non-small cell lung cancer by droplet digital PCR


Drew FK Williamson, Sean RN Marris, Vanesa Rojas-Rudilla, Jacqueline L Bruce, Cloud P Paweletz, Geoffrey R Oxnard, Lynette M Sholl, Fei Dong

PloS one, vol. 17, Public Library of Science San Francisco, CA USA, 2022, pp. e0264201


AI-based pathology predicts origins for cancers of unknown primary


Ming Y Lu, Tiffany Y Chen, Drew FK Williamson, Melissa Zhao, Maha Shady, Jana Lipkova, Faisal Mahmood

Nature, vol. 594, Nature Publishing Group, 2021, pp. 106--110


Data-efficient and weakly supervised computational pathology on whole-slide images


Ming Y Lu, Drew FK Williamson, Tiffany Y Chen, Richard J Chen, Matteo Barbieri, Faisal Mahmood

Nature biomedical engineering, vol. 5, Nature Publishing Group, 2021, pp. 555--570

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