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Complex Exposures to Social Determinants of Health through Young Adulthood and Associations with Mid-life Cardiovascular Health and Events: The Coronary Artery Risk Development in Young Adults (CARDIA) Study

Description:

In the U.S., approximately 840,000 Americans die from cardiovascular disease (CVD) each year, and it is the leading cause of morbidity and mortality worldwide. The prevalence of CVD is on the rise and widespread disparities in CVD exist across economic, racial, and ethnic groups. In order to address the rising...

Keyword:

data science, informatics, machine learning, social determinants of health, and cardiovascular health

Subject:

Health sciences and Public health

Creator:

Zimmerman, Lindsay

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

10/07/2021

Date Created:

2021-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:15739 and etdadmin_upload_844529
Two-Stage Trip Destination Prediction

Description:

In this paper, we propose a two-stage approach for predicting a trips destination by clustering geocoordinates and leveraging incremental learning and contextual rule-based methods for the prediction of end destinations. The proposed approach dynamically adapts to users change in behavior and is resilient against concept drift. Using this solution, 76.39%...

Keyword:

data science and machine learning

Creator:

Rohin Mahesh and Subramanian Subramanian

Owner:

Rohin Mahesh

Date Uploaded:

04/05/2021

Date Modified:

04/05/2021

Date Created:

2021-04-05

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Complex Exposures to Social Determinants of Health through Young Adulthood and Associations with Mid-life Cardiovascular Health and Events: The Coronary Artery Risk Development in Young Adults (CARDIA) Study

Two-Stage Trip Destination Prediction

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