Coverart for item
The Resource Healthcare analytics : from data to knowledge to healthcare improvement, Hui Yang, Florida, USA, Eva K. Lee, Atlanta, USA

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

Label
Healthcare analytics : from data to knowledge to healthcare improvement
Title
Healthcare analytics
Title remainder
from data to knowledge to healthcare improvement
Statement of responsibility
Hui Yang, Florida, USA, Eva K. Lee, Atlanta, USA
Creator
Contributor
Author
Subject
Genre
Language
eng
Member of
Cataloging source
MiAaPQ
http://library.link/vocab/creatorDate
1981-
http://library.link/vocab/creatorName
Yang, Hui
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Lee, Eva K.
Series statement
Wiley series in operations research and management science
http://library.link/vocab/subjectName
  • Medical care
  • Medical care
Label
Healthcare analytics : from data to knowledge to healthcare improvement, Hui Yang, Florida, USA, Eva K. Lee, Atlanta, USA
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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 / Margrâet V. Bjarndâottir, 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
Control code
EBC5473621
Dimensions
unknown
Extent
1 online resource (xxiii, 641 pages)
Form of item
online
Isbn
9781118919408
Isbn Type
(e-book)
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
Electronic reproduction. Ann Arbor, MI : ProQuest, 2018. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries
Other physical details
illustrations
Sound
unknown sound
Specific material designation
remote
System control number
  • (MiAaPQ)EBC5473621
  • (Au-PeEL)EBL5473621
  • (CaPaEBR)ebr11596683
  • (OCoLC)953659336
Label
Healthcare analytics : from data to knowledge to healthcare improvement, Hui Yang, Florida, USA, Eva K. Lee, Atlanta, USA
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
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 / Margrâet V. Bjarndâottir, 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
Control code
EBC5473621
Dimensions
unknown
Extent
1 online resource (xxiii, 641 pages)
Form of item
online
Isbn
9781118919408
Isbn Type
(e-book)
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
Electronic reproduction. Ann Arbor, MI : ProQuest, 2018. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries
Other physical details
illustrations
Sound
unknown sound
Specific material designation
remote
System control number
  • (MiAaPQ)EBC5473621
  • (Au-PeEL)EBL5473621
  • (CaPaEBR)ebr11596683
  • (OCoLC)953659336

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      32.771354 -117.193327
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