| Gain: Missing data imputation using generative adversarial nets J Yoon, J Jordon, M Van Der Schaar International Conference on Machine Learning 80, 5689--5698, 2018 | 249 | 2018 |
| Deephit: A deep learning approach to survival analysis with competing risks C Lee, W Zame, J Yoon, M van der Schaar Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 125 | 2018 |
| PATE-GAN: Generating synthetic data with differential privacy guarantees J Jordon, J Yoon, M van der Schaar International Conference on Learning Representations, 2018 | 117 | 2018 |
| GANITE: Estimation of individualized treatment effects using generative adversarial nets J Yoon, J Jordon, M van der Schaar International Conference on Learning Representations, 2018 | 108 | 2018 |
| Sex differences in outcomes after STEMI: effect modification by treatment strategy and age E Cenko, J Yoon, S Kedev, G Stankovic, Z Vasiljevic, G Krljanac, ... JAMA Internal Medicine 178 (5), 632-639, 2018 | 90 | 2018 |
| Estimating missing data in temporal data streams using multi-directional recurrent neural networks J Yoon, WR Zame, M van der Schaar IEEE Transactions on Biomedical Engineering 66 (5), 1477-1490, 2018 | 65* | 2018 |
| Personalized risk scoring for critical care prognosis using mixtures of gaussian processes AM Alaa, J Yoon, S Hu, M Van der Schaar IEEE Transactions on Biomedical Engineering 65 (1), 207-218, 2017 | 63* | 2017 |
| Time-series generative adversarial networks J Yoon, D Jarrett, M van der Schaar | 59 | 2019 |
| Discovery and clinical decision support for personalized healthcare J Yoon, C Davtyan, M van der Schaar IEEE Journal of Biomedical and Health Informatics 21 (4), 1133-1145, 2016 | 58 | 2016 |
| INVASE: Instance-wise variable selection using neural networks J Yoon, J Jordon, M van der Schaar International Conference on Learning Representations, 2018 | 46 | 2018 |
| ForecastICU: a prognostic decision support system for timely prediction of intensive care unit admission J Yoon, A Alaa, S Hu, M Schaar International Conference on Machine Learning, 1680-1689, 2016 | 40 | 2016 |
| Adaptive ensemble learning with confidence bounds C Tekin, J Yoon, M Van Der Schaar IEEE Transactions on Signal Processing 65 (4), 888-903, 2016 | 38 | 2016 |
| Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis with Competing Risks based on Longitudinal Data C Lee, J Yoon, M Van Der Schaar IEEE Transactions on Biomedical Engineering 67 (1), 122--133, 2019 | 35 | 2019 |
| KnockoffGAN: Generating knockoffs for feature selection using generative adversarial networks J Jordon, J Yoon, M van der Schaar International Conference on Learning Representations, 2018 | 33 | 2018 |
| Sex-related differences in heart failure after ST-segment elevation myocardial infarction E Cenko, M van der Schaar, J Yoon, O Manfrini, Z Vasiljevic, M Vavlukis, ... Journal of the American College of Cardiology 74 (19), 2379-2389, 2019 | 30 | 2019 |
| Personalized survival predictions via Trees of Predictors: An application to cardiac transplantation J Yoon, WR Zame, A Banerjee, M Cadeiras, AM Alaa, M van der Schaar PloS ONE 13 (3), 2018 | 29 | 2018 |
| Anonymization through data synthesis using generative adversarial networks (ads-gan) J Yoon, LN Drumright, M Van Der Schaar IEEE journal of biomedical and health informatics 24 (8), 2378-2388, 2020 | 20 | 2020 |
| Discovering pediatric asthma phenotypes on the basis of response to controller medication using machine learning MK Ross, J Yoon, A van der Schaar, M van der Schaar Annals of the American Thoracic Society 15 (1), 49-58, 2018 | 20 | 2018 |
| Dynamic Prediction in Clinical Survival Analysis using Temporal Convolutional Networks D Jarrett, J Yoon, M van der Schaar IEEE Journal of Biomedical and Health Informatics 24 (2), 424--436, 2019 | 19 | 2019 |
| RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks J Yoon, J Jordon, M van der Schaar International Conference on Machine Learning 80, 5699--5707, 2018 | 19 | 2018 |
Mihaela van der SchaarUniversity of Cambridge, The Alan Turing Institute, UCLAVerified email at ee.ucla.edu
