27 citations · 68 across the 25 of their papers we have counts for
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stat.AP2023
Learning Optimal Biomarker-Guided Treatment Policy for Chronic Disorders
Bin Yang, Xingche Guo, Ji Meng Loh +2
Electroencephalogram (EEG) provides noninvasive measures of brain activity and is found to be valuable for diagnosis of some chronic disorders. Specifically, pre-treatment EEG sign…
stat.AP2023★ 4 cited
Mixed-Response State-Space Model for Analyzing Multi-Dimensional Digital Phenotypes
Tianchen Xu, Yuan Chen, Donglin Zeng +1
Digital technologies (e.g., mobile phones) can be used to obtain objective, frequent, and real-world digital phenotypes from individuals. However, modeling these data poses substan…
stat.AP2014★ 20 cited
Combining isotonic regression and EM algorithm to predict genetic risk under monotonicity constraint
Jing Qin, Tanya P. Garcia, Yanyuan Ma +3
In certain genetic studies, clinicians and genetic counselors are interested in estimating the cumulative risk of a disease for individuals with and without a rare deleterious muta…