Jinsung Yoon
Pohang University of Science and Technology(KR)Google (United States)(US)
Publications by Year
Research Areas
Machine Learning in Healthcare, Acute Myocardial Infarction Research, Anomaly Detection Techniques and Applications, Machine Learning and Data Classification, Time Series Analysis and Forecasting
Most-Cited Works
- → CutPaste: Self-Supervised Learning for Anomaly Detection and Localization(2021)857 cited
- → DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks(2018)556 cited
- → GAIN: Missing Data Imputation using Generative Adversarial Nets(2018)525 cited
- Time-series Generative Adversarial Networks(2019)
- PATE-GAN: Generating Synthetic Data with Differential Privacy Guarantees(2018)
- → Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data(2019)277 cited
- → Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN)(2020)266 cited
- → Sex Differences in Outcomes After STEMI(2018)