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03/14/2020
Using Data Assimilation of Mechanistic Models to Estimate Glucose and Insulin Metabolism
Motivation: There is a growing need to integrate mechanistic models of b...
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11/22/2019
Enabling Personalized Decision Support with Patient-Generated Data and Attributable Components
Decision-making related to health is complex. Machine learning (ML) and ...
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08/27/2019
Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics
We present an end-to-end statistical framework for personalized, accurat...
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02/23/2018
Behavioral-clinical phenotyping with type 2 diabetes self-monitoring data
Objective: To evaluate unsupervised clustering methods for identifying i...
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01/26/2018
Methodological variations in lagged regression for detecting physiologic drug effects in EHR data
We studied how lagged linear regression can be used to detect the physio...
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11/30/2017