Ying Liu

Sentiment Analysis by Capsules

Yequan Wang, Aixin Sun, Jialong Han et al. · 2018 · 209 citations · Full text

Engineering, Machine Learning, Multimodal Sentiment Analysis +19

Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data

Ying Liu, Brent R. Logan, Ning Liu et al. · 2017 · 105 citations · Full text

Artificial Intelligence, Medical Registry Data, First Deep Reinforcement +15

Augmented outcome‐weighted learning for estimating optimal dynamic treatment regimens

Ying Liu, Yuanjia Wang, Michael R. Kosorok et al. · Statistics in Medicine · 2018 · 77 citations

Comparative Analysis of Calcineurin Inhibitor–Based Methotrexate and Mycophenolate Mofetil–Containing Regimens for Prevention of Graft-versus-Host Disease after Reduced-Intensity Conditioning Allogeneic Transplantation

Saurabh Chhabra, Ying Liu, Michael Hemmer et al. · Biology of Blood and Marrow Transplantation · 2018 · 51 citations · Full text

Graft-versus-host Disease, Transplantation, Mycophenolate Mofetil–containing Regimens +7

Simulation-efficient shortest probability intervals

Ying Liu, Andrew Gelman, Tian Zheng · Statistics and Computing · 2015 · 35 citations

Mathematical Programming, Engineering, Discrete-event Simulation +7