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
Federated Learning for Computational Pathology on Gigapixel Whole Slide Images
Jana Lipkova , Faisal Mahmood , Ming Y. Lu , Tiffany Y. Chena
arXiv: Image and Video Processing
57
2020
Humeral version and neck-shaft angle correlated with demographic parameters in a study of 1104 cadaveric humeri.
Robby W. Goldberg , Drew F. Williamson , Harry A. Hoyen , Raymond W. Liu
Journal of Shoulder and Elbow Surgery 29 ( 6) 1236 -1241
3
2020
Decreased and increased relative acetabular volume predict the development of osteoarthritis of the hip: an osteological review of 1090 hips
DS Weinberg , DFK Williamson , MB Millis , RW Liu
The bone & joint journal 99 ( 4) 432 -439
12
2017
SN-FPN: Self-attention Nested Feature Pyramid Network for Digital Pathology Image Segmentation
Sanghoon Lee , Kazi A Islam , Sai C Koganti , Varshini Yaganti
bioRxiv 2024.04. 30.591883 -2024.04. 30.591883
2024
egtplot: A Python Package for Three-Strategy Evolutionary Games
Inom Mirzaev , Drew FK Williamson , Jacob G Scott
The Journal of Open Source Software 3 ( 26) 735
4
2018
Algorithm fairness in ai for medicine and healthcare
Richard J Chen , Tiffany Y Chen , Jana Lipkova , Judy J Wang
arXiv preprint arXiv:2110.00603
24
2021
Whole slide images are 2d point clouds: Context-aware survival prediction using patch-based graph convolutional networks
Richard J Chen , Ming Y Lu , Muhammad Shaban , Chengkuan Chen
Smpte Journal 339 -349
31
2021
Pan-cancer integrative histology-genomic analysis via multimodal deep learning
Richard J Chen , Ming Y Lu , Drew FK Williamson , Tiffany Y Chen
Cancer Cell 40 ( 8) 865 -878
14
2022
Artificial intelligence for multimodal data integration in oncology
Jana Lipkova , Richard J Chen , Bowen Chen , Ming Y Lu
Cancer cell 40 ( 10) 1095 -1110
11
2022
Differentiable zooming for multiple instance learning on whole-slide images
Kevin Thandiackal , Boqi Chen , Pushpak Pati , Guillaume Jaume
Smpte Journal 699 -715
5
2022
Multimodal co-attention transformer for survival prediction in gigapixel whole slide images
Richard J Chen , Ming Y Lu , Wei-Hung Weng , Tiffany Y Chen
Smpte Journal 4015 -4025
42
2021
Synthetic data in machine learning for medicine and healthcare
Richard J Chen , Ming Y Lu , Tiffany Y Chen , Drew FK Williamson
Nature Biomedical Engineering 5 ( 6) 493 -497
138
2021
A deep-learning model for transforming the style of tissue images from cryosectioned to formalin-fixed and paraffin-embedded
Kutsev Bengisu Ozyoruk , Sermet Can , Berkan Darbaz , Kayhan Başak
Nature Biomedical Engineering 6 ( 12) 1407 -1419
2022
Pan-cancer integrative histology-genomic analysis via interpretable multimodal deep learning
Richard J Chen , Ming Y Lu , Drew FK Williamson , Tiffany Y Chen
arXiv preprint arXiv:2108.02278
7
2021
Paging the clinical informatics community: respond STAT to Dobbs v. Jackson's women's health organization
Simone Arvisais-Anhalt , Akshay Ravi , Benjamin Weia , Jos Aarts
Applied clinical informatics 14 ( 01) 164 -171
3
2023
Visual language pretrained multiple instance zero-shot transfer for histopathology images
Ming Y Lu , Bowen Chen , Andrew Zhang , Drew FK Williamson
Proceedings of the IEEE/CVF conference on computer vision and pattern recognition 19764 -19775
40
2023
Demographic bias in misdiagnosis by computational pathology models
Anurag Vaidya , Richard J Chen , Drew FK Williamson , Andrew H Song
Nature Medicine 30 ( 4) 1174 -1190
1
2024
A unifying force for the realization of medical AI
Jochen K Lennerz , Ursula Green , Drew FK Williamson , Faisal Mahmood
npj Digital Medicine 5 ( 1) 172 -172
10
2022
Towards a general-purpose foundation model for computational pathology
Richard J Chen , Tong Ding , Ming Y Lu , Drew FK Williamson
Nature Medicine 1 -13
22
2024
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