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05/23/2023
Learning Optimal Biomarker-Guided Treatment Policy for Chronic Disorders
Electroencephalogram (EEG) provides noninvasive measures of brain activi...
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04/29/2023
Mixed-Response State-Space Model for Analyzing Multi-Dimensional Digital Phenotypes
Digital technologies (e.g., mobile phones) can be used to obtain objecti...
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12/23/2022
Learning Optimal Dynamic Treatment Regime Subject to Stagewise Risk Controls
Dynamic treatment regimes (DTRs) aim at tailoring individualized sequent...
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09/24/2021
Learning non-monotone optimal individualized treatment regimes
We propose a new modeling and estimation approach to select the optimal ...
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07/20/2021
Evaluating Effectiveness of Public Health Intervention Strategies for Mitigating COVID-19 Pandemic
Coronavirus disease 2019 (COVID-19) pandemic is an unprecedented global ...
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03/30/2021
A General Framework of Nonparametric Feature Selection in High-Dimensional Data
Nonparametric feature selection in high-dimensional data is an important...
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10/30/2020