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

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

2014

Conference Poster

Use and customization of risk scores for predicting cardiovascular events with electronic health data [poster]

2015

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

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full name

S. Bandyopadhyay

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Map of science