Samuel G. Finlayson
Samuel G. Finlayson
MD-PhD Candidate, Harvard Medical School and MIT
Verified email at hms.harvard.edu - 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
3032019
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
1982014
Adversarial Attacks Against Medical Deep Learning Systems
SG Finlayson, IS Kohane, AL Beam
arXiv preprint arXiv:1804.05296, 2018
1252018
Building the graph of medicine from millions of clinical narratives
SG Finlayson, P LePendu, NH Shah
Scientific Data 1, 2014
672014
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
402018
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), 1-10, 2017
362017
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
282019
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
272019
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
272018
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
262019
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
212016
Subgraph neural networks
E Alsentzer, SG Finlayson, MM Li, M Zitnik
Advances in Neural Information Processing Systems (NeurIPS 2020), 2020
192020
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
172015
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
162018
The clinician and dataset shift in artificial intelligence
SG Finlayson, A Subbaswamy, K Singh, J Bowers, A Kupke, J Zittrain, ...
The New England Journal of Medicine, 283-286, 2020
122020
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
82021
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles
SG Finlayson, MBA McDermott, AV Pickering, SL Lipnick, IS Kohane
Pacific Symposium on Biocomputing 2021, 2021
5*2021
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
42018
Data Preparation
T Pollard, F Dernoncourt, SG Finlayson, A Velasquez
Secondary Analysis of Electronic Health Records, 101-114, 2016
42016
Machine Learning for Health (ML4H) 2019: What Makes Machine Learning in Medicine Different?
AV Dalca, MBA McDermott, E Alsentzer, SG Finlayson, M Oberst, F Falck, ...
Machine Learning for Health Workshop, 1-9, 2020
22020
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Articles 1–20