About

Publications While At HealthPartners

selected publications

Journal Article

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

Abstract

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], Workshop on Information Technologies and Systems (WITS) (19th)

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

Improving chronic disease care using predictive modeling and data mining [presentation], INFORMS Conference Data Mining Workshop

Contact

full name

M. A. Elidrisi

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Collaboration

Co-author network

Map of science