|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
|Adversarial attacks on medical machine learning|
SG Finlayson, JD Bowers, J Ito, JL Zittrain, AL Beam, IS Kohane
Science 363 (6433), 1287-1289, 2019
|Adversarial Attacks Against Medical Deep Learning Systems|
SG Finlayson, IS Kohane, AL Beam
arXiv preprint arXiv:1804.05296, 2018
|Building the graph of medicine from millions of clinical narratives|
SG Finlayson, P LePendu, NH Shah
Scientific Data 1, 2014
|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
|Privacy-preserving distributed deep learning for clinical data|
BK Beaulieu-Jones, W Yuan, SG Finlayson, ZS Wu
arXiv preprint arXiv:1812.01484, 2018
|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
|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
|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
|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
|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
|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
|Towards generative adversarial networks as a new paradigm for radiology education|
SG Finlayson, H Lee, IS Kohane, L Oakden-Rayner
arXiv preprint arXiv:1812.01547, 2018
|Potential adverse effects of broad-spectrum antimicrobial exposure in the intensive care unit|
J Wiens, GM Snyder, S Finlayson, MV Mahoney, LA Celi
Open forum infectious diseases 5 (2), ofx270, 2018
T Pollard, F Dernoncourt, SG Finlayson, A Velasquez
Secondary Analysis of Electronic Health Records, 101-114, 2016
|Subgraph Neural Networks|
E Alsentzer, SG Finlayson, MM Li, M Zitnik
arXiv preprint arXiv:2006.10538, 2020
|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
|Approaching Small Molecule Prioritization as a Cross-Modal Information Retrieval Task through Coordinated Representation Learning|
SG Finlayson, M McDermott, AV Pickering, SL Lipnick, W Yuan, ...
arXiv preprint arXiv:1911.10241, 2019
|The efficacy of obesity polygenic risk scores in an autistic population|
DY Zhang, NP Palmer, C Hong, L Zhang, SG Finlayson, P Avillach, ...
bioRxiv, 836734, 2019
|Assessing the true nature of unplanned cancer care.|
S Tamang, MI Patel, SG Finlayson, X Chen, JL Kuznetsov, DW Blayney, ...
Journal of Clinical Oncology 32 (30_suppl), 183-183, 2014