Drew FK Williamson, MD
机构: Department of Pathology & Laboratory Medicine, Emory University
主页: dfkw.io
每年引用次数
引用次数
引用: 3,787
H-指数: 21
I10-指数 : 30
出版物: 64
Science Forum: A low-cost, open-source evolutionary bioreactor and its educational use
Vishhvaan Gopalakrishnan , Dena Crozier , Kyle J Card , Lacy D Chick
Elife 11 e83067 -e83067
2
2022
Algorithmic fairness in artificial intelligence for medicine and healthcare
Richard J Chen , Judy J Wang , Drew FK Williamson , Tiffany Y Chen
Nature biomedical engineering 7 ( 6) 719 -742
94
2023
Abstract PR005: Deep learning-based multimodal integration of histology and genomics improves cancer origin prediction
Muhammad Shaban , Ming Y Lu , Drew FK Williamson , Richard J Chen
Cancer Research 83 ( 2_Supplement_2) PR005 -PR005
2023
Abstract A007: Racial disparities bias oncology AI models
Richard J Chen , Drew FK Williamson , Ming Y Lu , Tiffany Y Chen
Cancer Epidemiology, Biomarkers & Prevention 32 ( 1_Supplement) A007 -A007
2023
AI-BASED PATHOLOGY PREDICTS ORIGINS FOR CANCERS OF UNKNOWN PRIMARY
Ming Y Lu , Tiffany Y Chen , Drew FK Williamson , Melissa Zhao
Journal of Pathology Informatics 13 100045 -100045
2022
A 3D Printed Embedded AI-based Microscope for Pathology Diagnosis
Bowen Chen , Ming Y Lu , Jana Lipkova , Tiffany Y Chen
microscope 11 2447 -2460
2020
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
Plos one 17 ( 2) e0264201 -e0264201
7
2022
Fast and scalable search of whole-slide images via self-supervised deep learning*
Chengkuan Chen , Ming Y Lu , Drew FK Williamson , Tiffany Y Chen
Nature Biomedical Engineering
67
2022
A visual-language foundation model for computational pathology
Ming Y Lu , Bowen Chen , Drew FK Williamson , Richard J Chen
Nature Medicine 1 -12
43
2024
Artificial intelligence for digital and computational pathology
Andrew H Song , Guillaume Jaume , Drew FK Williamson , Ming Y Lu
Nature Reviews Bioengineering 1 -20
39
2023
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling
Iain Carmichael , Andrew H Song , Richard J Chen , Drew FK Williamson
Springer Nature Switzerland 387 -397
10
2022
Analysis of 3D pathology samples using weakly supervised AI
Andrew H Song , Mane Williams , Drew FK Williamson , Sarah SL Chow
Cell 187 ( 10) 2502 -2520. e17
5
2024
Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology
Andrew H Song , Richard J Chen , Tong Ding , Drew FK Williamson
arXiv preprint arXiv:2405.11643
3
2024
Transcriptomics-guided Slide Representation Learning in Computational Pathology
Guillaume Jaume , Lukas Oldenburg , Anurag Vaidya , Richard J Chen
arXiv preprint arXiv:2405.11618
1
2024
Investigating Morphologic Correlates of Driver Gene Mutation Heterogeneity via Deep Learning
Andrew H Song , Drew FK Williamson , Faisal Mahmood
Cancer Research 82 ( 15) 2672 -2673
1
2022
SYNTHETIC DATA IN MACHINE LEARNING FOR PATHOLOGY
Richard J Chen , Ming Y Lu , Tiffany Y Chen , Drew FK Williamson
Journal of Pathology Informatics 13 100044 -100044
1
2022
EMBRACING DIGITAL AND COMPUTATIONAL PATHOLOGY DURING RESIDENCY TRAINING: PERSPECTIVES FROM TWO FORMER ANATOMIC PATHOLOGY RESIDENTS
Tiffany Y Chen , Drew FK Williamson , Faisal Mahmood
Journal of Pathology Informatics 13 100042 -100042
2022
Pathology resident experience using a low-cost 3D printed microscope for portable digital pathology
Drew FK Williamson , Tiffany Y Chen , Faisal Mahmood
Journal of Pathology Informatics 13 100043 -100043
2022
AI-BASED FAST AND SCALABLE IMAGE SEARCH FOR RARE DISEASE DIAGNOSIS
Chengkuan Chen , Ming Y Lu , Drew FK Williamson , Tiffany Y Chen
Journal of Pathology Informatics 13 100046 -100046
2022
Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples
Andrew H Song , Mane Williams , Drew FK Williamson , Guillaume Jaume
ArXiv
2
2023