AHRQ Health Services Research Projects (R01)

Improving Population Health Through Enhanced Targeted Regional Decision Support - Final Report

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Identification of Patients with Low Life Expectancy

Description: 

This research combined the artificial intelligence technology technique Dynamic Logic with natural language processing to create a model to predict risk of death over the next 12 months and found it was better than benchmark statistical and machine learning algorithms.

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Project Dates: 
August 1, 2015 to May 31, 2019

A value set for documenting adverse reactions in electronic health records.

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A framework for evaluating electronic health record vendor user-centered design and usability testing processes.

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An analysis of patient safety incident reports associated with electronic health record interoperability.

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Electronic health records and improved patient care: opportunities for applied psychology.

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Exploring the potential for using drug indications to prevent look-alike and sound-alike drug errors.

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Bouncing back elsewhere: multilevel analysis of return visits to the same or a different hospital after initial emergency department presentation.

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Clinical pathway effectiveness: febrile young infant clinical pathway in a pediatric emergency department.

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Racial and ethnic differences in antibiotic use for viral illness in emergency departments.

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