| 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 | 7863* | 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 | 345* | 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 | 43 | 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 | 43 | 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 | 39* | 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 | 10 | 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 | 8 | 2017 |
| Deep transfer learning for physiological signals H Chen, S Lundberg, G Erion, JH Kim, SI Lee arXiv preprint arXiv:2002.04770, 2020 | 4 | 2020 |
| New AI Frameworks for Real-World Clinical Prediction GG Erion University of Washington, 2021 | | 2021 |
| Addressing Missing Data in Viral Genetic Linkage Analysis Through Multiple Imputation and Subsampling-Based Likelihood Optimization GG Erion | | 2015 |
| Physiological Signal Embeddings (PHASE) via Interpretable Stacked Models H Chen, S Lundberg, G Erion, SI Lee | | |
| CUTTING-EDGE ANESTHESIA: Visualizing patient vital signs during surgery G Erion, A Okeson, J Pineda | | |
Su-In LeeComputer Science & Engineering, University of WashingtonVerified email at cs.washington.edu
