Gabriel G. Erion Barner

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Su-In LeeComputer Science & Engineering, University of WashingtonVerified email at cs.washington.edu
Scott LundbergGoogle DeepMindVerified email at google.com
Hugh ChenUniversity of WashingtonVerified email at uw.edu
Alex J. DeGraveMD/PhD student, University of WashingtonVerified email at uw.edu
Jonathan HimmelfarbProfessor of Medicine University of WashingtonVerified email at uw.edu
Joseph D. JanizekMD / CSE PhD Student, University of WashingtonVerified email at uw.edu
Michael R SayreProfessor of Emergency Medicine, University of WashingtonVerified email at uw.edu
Shelley H. LiuAssociate Professor, Dept. of Population Health & Policy, Icahn School of Medicine at Mount SinaiVerified email at mountsinai.org
Victor DeGruttola De GruttolaHarvard UniversityVerified email at hsph.harvard.edu

Gabriel G. Erion Barner

Other namesGabriel Erion

MD-PhD Student, University of Washington

Verified email at uw.edu - Homepage

Machine Learning Predictive Medicine Computational Biology Biostatistics Public Health


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From local explanations to global understanding with explainable AI for trees SM Lundberg, G Erion, H Chen, A DeGrave, JM Prutkin, B Nair, R Katz, ... Nature machine intelligence 2 (1), 56-67, 2020	5641*	2020
Improving performance of deep learning models with axiomatic attribution priors and expected gradients G Erion, JD Janizek, P Sturmfels, SM Lundberg, SI Lee Nature machine intelligence 3 (7), 620-631, 2021	258*	2021
Forecasting adverse surgical events using self-supervised transfer learning for physiological signals H Chen, SM Lundberg, G Erion, JH Kim, SI Lee NPJ Digital Medicine 4 (1), 167, 2021	33	2021
An adversarial approach for the robust classification of pneumonia from chest radiographs JD Janizek, G Erion, AJ DeGrave, SI Lee Proceedings of the ACM conference on health, inference, and learning, 69-79, 2020	30	2020
A cost-aware framework for the development of AI models for healthcare applications G Erion, JD Janizek, C Hudelson, RB Utarnachitt, AM McCoy, MR Sayre, ... Nature Biomedical Engineering 6 (12), 1384-1398, 2022	21*	2022
Barley yellow dwarf virus effects on cereal plant growth and transpiration GG Erion, WE Riedell Crop science 52 (6), 2794-2799, 2012	20	2012
Viral genetic linkage analysis in the presence of missing data SH Liu, G Erion, V Novitsky, VD Gruttola PLoS One 10 (8), e0135469, 2015	8	2015
Anesthesiologist-level forecasting of hypoxemia with only SpO2 data using deep learning G Erion, H Chen, SM Lundberg, SI Lee arXiv preprint arXiv:1712.00563, 2017	6	2017
Deep transfer learning for physiological signals H Chen, S Lundberg, G Erion, JH Kim, SI Lee arXiv preprint arXiv:2002.04770, 2020	3	2020
New AI Frameworks for Real-World Clinical Prediction GG Erion University of Washington, 2021		2021
Physiological Signal Embeddings (PHASE) via Interpretable Stacked Models H Chen, S Lundberg, G Erion, SI Lee		2018
Addressing Missing Data in Viral Genetic Linkage Analysis Through Multiple Imputation and Subsampling-Based Likelihood Optimization GG Erion		2015
CUTTING-EDGE ANESTHESIA: Visualizing patient vital signs during surgery G Erion, A Okeson, J Pineda

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