Healthcare analytics : from data to knowledge to healthcare improvement

Healthcare analytics : from data to knowledge to healthcare improvement / Hui Yang, Eva K. Lee.

Features of statistical and operational research methods and tools being used to improve the healthcare industry With a focus on cutting-edge approaches to the quickly growing field of healthcare, Healthcare Analytics: From Data to Knowledge to Healthcare Improvement provides an integrated and compr...

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Bibliographic Details
Main Author: Lee, Eva K. (Author)
Other Authors: Yang, Hui, 1981- (Editor)
Format: eBook
Language:English
Published: Hoboken, N.J. : John Wiley & Sons, [2016]
Series:Wiley series in operations research and management science.
Subjects:
Medical care > Data processing.
Medical care > Information services.
Medical informatics.
Medicine > Data processing.
POLITICAL SCIENCE > Public Policy > Social Security.
POLITICAL SCIENCE > Public Policy > Social Services & Welfare.
Medicine > Data processing
Medical informatics
Medical care > Data processing
Medical care > Information services
Online Access:Click for online access
Table of Contents:
  • Part I: Advances in biomedical and health informatics. Recent development in methodology for gene network problems and inferences / Sung W. Han and Hua Zhong
  • Biomedical analytics and morphoproteomics: an integrative approach for medical decision making for recurrent or refractory cancers / Mary F. McGuire and Robert E. Brown
  • Characterization and monitoring of nonlinear dynamics and chaos in complex physiological systems / Hui Yang, Yun Chen and Fabio Leonelli
  • Statistical modeling of electrocardiography signal for subject monitoring and diagnosis / Lili Chen, Changyue Song and Xi Zhang
  • Modeling and simulation of measurement uncertainty in clinical laboratories / Varun Ramamohan, James T. Abbott and Yuehwern Yih
  • Predictive analytics: classification in medicine and biology / Eva K. Lee
  • Predictive modeling in radiation oncology / Hao Zhang, Robert Meyer, Leyuan Shi, Wei Lu and Warren D'Souza
  • Mathematical modeling of innate immunity responses of sepsis: modeling and computational studies / Chih-Hang J. Wu, Zhenshen Shi, David Ben-Arieh and Steven Q. Simpson
  • Part II: Analytics for healthcare delivery. Systems Analytics: Modeling and optimizing clinic workflow and patient care / Eva K. Lee, Hany Y. Atallah, Michael D. Wright, Calvin Thomas, Eleanor T. Post, Daniel T. Wu and Leon L. Haley Jr
  • A multiobjective simulation optimization of the macrolevel patient flow distribution / Yunzhe Qiu and Jie Song
  • Analysis of resource intensive activity volumes in US hospitals / Shivon Boodhoo and Sanchoy Das
  • Discrete-event simulation for primary care redesign: review and a case study / Xiang Zhong, Molly Williams, Jingshan Li, Sally A. Kraft and Jeffrey S. Sleeth
  • Temporal and spatiotemporal models for ambulance demand / Zhengyi Zhou and David S. Matteson
  • Mathematical optimization and simulation analyses for optimal liver allocation boundaries / Naoru Koizumi [and others]
  • Predictive analytics in 30-day hospital readmissions for heart failure patients / Si-Chi Chin, Rui Liu and Senjuti B. Roy
  • Heterogeneous sensing and predictive modeling of postoperative outcomes / Yun Chen, Fabio Leonelli and Hui Yang
  • Analyzing patient--physician interaction in consultation for shared decision making / Thembi Mdluli, Joyatee Sarker, Carolina Vivas-Valencia, Nan Kong and Cleveland G. Shields
  • The history and modern applications of insurance claims data in healthcare research / Margrét V. Bjarndóttir, David Czerwinski and Yihan Guan
  • Understanding the role of social media in healthcare via analytics: a health plan perspective / Sinjini Mitra and Rema Padman
  • Understanding the role of social media in healthcare via analytics: a health plan perspective / Sinjini Mitra and Rema Padman.

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