65 citations · 221 across the 19 of their papers we have counts for
Showing 2018Show all
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stat.AP2018
Behavioral-clinical phenotyping with type 2 diabetes self-monitoring data
Matthew E. Levine, David J. Albers, Marissa Burgermaster +3
Objective: To evaluate unsupervised clustering methods for identifying individual-level behavioral-clinical phenotypes that relate personal biomarkers and behavioral traits in type…
stat.ME2018
Methodological variations in lagged regression for detecting physiologic drug effects in EHR data
Matthew E. Levine, David J. Albers, George Hripcsak
We studied how lagged linear regression can be used to detect the physiologic effects of drugs from data in the electronic health record (EHR). We systematically examined the effec…