Patient Populations, Clinical Associations, and System Efficiency in Healthcare Delivery System

<p> The efforts to improve health care delivery usually involve studies and analysis of patient populations and healthcare systems. In this dissertation, I present the research conducted in the following areas: identifying patient groups, improving treatments for specific conditions by using s...

Full description

Bibliographic Details
Main Author: Liu, Yazhuo
Language:EN
Published: University of South Florida 2015
Subjects:
Online Access:http://pqdtopen.proquest.com/#viewpdf?dispub=3714134
Description
Summary:<p> The efforts to improve health care delivery usually involve studies and analysis of patient populations and healthcare systems. In this dissertation, I present the research conducted in the following areas: identifying patient groups, improving treatments for specific conditions by using statistical as well as data mining techniques, and developing new operation research models to increase system efficiency from the health institutes&rsquo; perspective. The results provide better understanding of high risk patient groups, more accuracy in detecting disease&rsquo; correlations and practical scheduling tools that consider uncertain operation durations and real-life constraints. </p>