Chapter 24 - Decisioning Systems (Platforms) Coupled With Predictive Analytics in a Real Hospital Setting – A Model for the World

Linda A Winters-Miner; Pat Bolding; Thomas Hill; Bob Nisbet; Mitchell Goldstein; Joseph M Hilbe; Nephi Walton; Gary Miner; John W Cromwell

doi:10.1016/B978-0-12-411643-6.00052-1

Book chapter

Chapter 24 - Decisioning Systems (Platforms) Coupled With Predictive Analytics in a Real Hospital Setting – A Model for the World

Linda A Winters-Miner, Pat Bolding, Thomas Hill, Bob Nisbet, Mitchell Goldstein, Joseph M Hilbe, Nephi Walton, Gary Miner and John W Cromwell

Practical Predictive Analytics and Decisioning Systems for Medicine, pp.1030-1037

Elsevier Inc

2015

DOI: 10.1016/B978-0-12-411643-6.00052-1

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Abstract

The vast complexity of the medical establishment in the USA, and the very conservative approach of its practitioners, requires a significant cultural change before predictive analytics decisioning systems will catch on in America. This chapter relates necessary culture changes to specific elements of medical decisioning systems, and proposes how some of these changes can be implemented while still maintaining the “healing touch” of the physician.

clinical decisions

Decision management process

Decision Management System

Decision management system tools

Decision management system workflow example

Decisioning Platform

outcomes targets

resources

Details

Title: Subtitle: Chapter 24 - Decisioning Systems (Platforms) Coupled With Predictive Analytics in a Real Hospital Setting – A Model for the World
Creators: Linda A Winters-Miner
Pat Bolding
Thomas Hill
Bob Nisbet
Mitchell Goldstein
Joseph M Hilbe
Nephi Walton
Gary Miner
John W Cromwell - University of Iowa, Surgery
Resource Type: Book chapter
Publication Details: Practical Predictive Analytics and Decisioning Systems for Medicine, pp.1030-1037
DOI: 10.1016/B978-0-12-411643-6.00052-1
Publisher: Elsevier Inc
Language: English
Date published: 2015
Academic Unit: Surgery
Record Identifier: 9984229855002771

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