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Samuel G. Finlayson
Samuel G. Finlayson
MD-PhD. Pediatrics-Genetics Resident at UW/Seattle Children's
Verified email at seattlechildrens.org - Homepage
Title
Cited by
Cited by
Year
Adversarial attacks on medical machine learning
SG Finlayson, JD Bowers, J Ito, JL Zittrain, AL Beam, IS Kohane
Science 363 (6433), 1287-1289, 2019
8812019
The clinician and dataset shift in artificial intelligence
SG Finlayson, A Subbaswamy, K Singh, J Bowers, A Kupke, J Zittrain, ...
New England Journal of Medicine 385 (3), 283-286, 2021
4332021
Adversarial Attacks Against Medical Deep Learning Systems
SG Finlayson, IS Kohane, AL Beam
arXiv preprint arXiv:1804.05296, 2018
2652018
Text Mining for Adverse Drug Events: the Promise, Challenges, and State of the Art
R Harpaz, A Callahan, S Tamang, Y Low, D Odgers, S Finlayson, K Jung, ...
Drug Safety 37 (10), 777-790, 2014
2592014
Examining the Use of Real‐World Evidence in the Regulatory Process
BK Beaulieu‐Jones, SG Finlayson, W Yuan, RB Altman, IS Kohane, ...
Clinical Pharmacology & Therapeutics, 2019
1472019
Code-free deep learning for multi-modality medical image classification
E Korot, Z Guan, D Ferraz, SK Wagner, G Zhang, X Liu, L Faes, ...
Nature Machine Intelligence 3 (4), 288-298, 2021
1342021
Subgraph neural networks
E Alsentzer, SG Finlayson, MM Li, M Zitnik
Advances in Neural Information Processing Systems (NeurIPS 2020), 2020
1272020
Building the graph of medicine from millions of clinical narratives
SG Finlayson, P LePendu, NH Shah
Scientific Data 1, 2014
1062014
Systemic nature of spinal muscular atrophy revealed by studying insurance claims
SL Lipnick, DM Agniel, R Aggarwal, NR Makhortova, SG Finlayson, ...
PLoS One 14 (3), e0213680, 2019
722019
Trends and focus of machine learning applications for health research
B Beaulieu-Jones, SG Finlayson, C Chivers, I Chen, M McDermott, ...
JAMA network open 2 (10), e1914051-e1914051, 2019
622019
Privacy-preserving distributed deep learning for clinical data
BK Beaulieu-Jones, W Yuan, SG Finlayson, ZS Wu
NeurIPS Machine Learning for Healthcare Workshop 2018, 2018
622018
The diagnostic and triage accuracy of the GPT-3 artificial intelligence model
DM Levine, R Tuwani, B Kompa, A Varma, SG Finlayson, A Mehrotra, ...
MedRxiv, 2023
602023
Toward rapid learning in cancer treatment selection: An analytical engine for practice-based evidence
SG Finlayson, M Levy, S Reddy, DL Rubin
Journal of biomedical informatics 60, 104-113, 2016
542016
Automatic categorization and scoring of solid, part-solid and non-solid pulmonary nodules in CT images with convolutional neural network
X Tu, M Xie, J Gao, Z Ma, D Chen, Q Wang, SG Finlayson, Y Ou, ...
Scientific reports 7 (1), 8533, 2017
472017
Predictability and persistence of prebiotic dietary supplementation in a healthy human cohort
T Gurry, HSTM Consortium, SM Gibbons, SM Kearney, ...
Scientific Reports 8 (1), 12699, 2018
422018
Detecting unplanned care from clinician notes in electronic health records
S Tamang, MI Patel, DW Blayney, J Kuznetsov, SG Finlayson, Y Vetteth, ...
Journal of Oncology Practice 11 (3), e313-e319, 2015
272015
Towards generative adversarial networks as a new paradigm for radiology education
SG Finlayson, H Lee, IS Kohane, L Oakden-Rayner
NeurIPS Machine Learning for Healthcare Workshop 2018, 2018
212018
Machine learning and statistics in clinical research articles—Moving past the false dichotomy
SG Finlayson, AL Beam, M van Smeden
JAMA pediatrics 177 (5), 448-450, 2023
132023
Potential adverse effects of broad-spectrum antimicrobial exposure in the intensive care unit
J Wiens, GM Snyder, SG Finlayson, MV Mahoney, LA Celi
Open forum infectious diseases 5 (2), ofx270, 2018
122018
Data Preparation
T Pollard, F Dernoncourt, SG Finlayson, A Velasquez
Secondary Analysis of Electronic Health Records, 101-114, 2016
102016
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