Search Results for author: Ying-Qi Zhao

Found 3 papers, 2 papers with code

Near-optimal Individualized Treatment Recommendations

1 code implementation6 Apr 2020 Haomiao Meng, Ying-Qi Zhao, Haoda Fu, Xingye Qiao

These numerical studies have shown the usefulness of the proposed A-ITR framework.

Constructing Stabilized Dynamic Treatment Regimes

no code implementations3 Aug 2018 Ying-Qi Zhao, Ruoqing Zhu, Guanhua Chen, Yingye Zheng

We propose a new method termed stabilized O-learning for deriving stabilized dynamic treatment regimes, which are sequential decision rules for individual patients that not only adapt over the course of the disease progression but also remain consistent over time in format.

Methodology

Penalty-based spatial smoothing and outlier detection for childhood obesity surveillance from electronic health records

1 code implementation15 Apr 2018 Young-Geun Choi, Lawrence P. Hanrahan, Derek Norton, Ying-Qi Zhao

Childhood obesity is associated with increased morbidity and mortality in adulthood, leading to substantial healthcare cost.

Methodology Applications

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