About

Publications While At HealthPartners

selected publications

Journal Article

Use and customization of risk scores for predicting cardiovascular events using electronic health record data. 

Journal of the American Heart Association. 2017

Adapting machine learning techniques to censored time-to-event health record data: A general-purpose approach using inverse probability of censoring weighting. 

Journal of biomedical informatics. 2016

A Naive Bayes machine learning approach to risk prediction using censored, time-to-event data. 

Statistics in Medicine. 2015

A machine learning approach to improving dynamic decision making

2014

Data mining for censored time-to-event data: a Bayesian network model for predicting cardiovascular risk from electronic health record data

2014

Conference Paper

Improving disease care using data mining technologies

2007

Review

Using data mining to predict errors in chronic disease care [review]

2008

Abstract

Use and customization of risk scores for predicting cardiovascular events using electronic health record data [abstract]. 

Journal of patient-centered research and reviews. 2016

Personalization of care for type 2 diabetes: a process control approach [abstract]. 

Diabetes. 2011

Prioritization of treatment and its consequences: implications of accountability measures [abstract 46-OR]. 

Diabetes. 2011

Towards lower macrovascular risk in diabetes patients: a simulation-based evaluation of prioritization strategies [abstract]. 

Diabetes. 2010

presentations

Presentation

A machine learning approach to improving process control [presentation]

Applying process control and machine learning to develop effective dynamic decision strategies [presentation], INFORMS Charlotte – 2011 Conference

Contact

full name

G. Adomavicius

Quick Info

 

Collaboration

Co-author network

Map of science