Healthcare analytics : : from data to knowledge to healthcare improvement / / Hui Yang, Florida, USA, Eva K. Lee, Atlanta, USA.
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Superior document: | Wiley series in operations research and management science |
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Place / Publishing House: | Hoboken, New Jersey : : Wiley,, [2016] 2016 |
Year of Publication: | 2016 |
Language: | English |
Series: | Wiley series in operations research and management science.
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Physical Description: | 1 online resource (xxiii, 641 pages) :; illustrations. |
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Yang, Hui, 1981- author. Healthcare analytics : from data to knowledge to healthcare improvement / Hui Yang, Florida, USA, Eva K. Lee, Atlanta, USA. Hoboken, New Jersey : Wiley, [2016] 2016 1 online resource (xxiii, 641 pages) : illustrations. text txt rdacontent computer c rdamedia online resource cr rdacarrier Wiley series in operations research and management science Includes bibliographical references and index. 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 / Margraet V. Bjarndaottir, 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. Description based on print version record. Electronic reproduction. Ann Arbor, MI : ProQuest, 2018. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries. Medical care Data processing. Medical care Information services. Electronic books. Lee, Eva K., author. Print version: Yang, Hui, 1981- Healthcare analytics : from data to knowledge to healthcare improvement. Hoboken, New Jersey : Wiley, c2016 xxiii, 641 pages Wiley series in operations research and management science. 9781118919392 (DLC) 2015047966 ProQuest (Firm) Wiley series in operations research and management science. https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=5473621 Click to View |
language |
English |
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eBook |
author |
Yang, Hui, 1981- Lee, Eva K., |
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Yang, Hui, 1981- Lee, Eva K., Healthcare analytics : from data to knowledge to healthcare improvement / Wiley series in operations research and management science 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 / Margraet V. Bjarndaottir, 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. |
author_facet |
Yang, Hui, 1981- Lee, Eva K., Lee, Eva K., |
author_variant |
h y hy e k l ek ekl |
author_role |
VerfasserIn VerfasserIn |
author2 |
Lee, Eva K., |
author2_role |
TeilnehmendeR |
author_sort |
Yang, Hui, 1981- |
title |
Healthcare analytics : from data to knowledge to healthcare improvement / |
title_sub |
from data to knowledge to healthcare improvement / |
title_full |
Healthcare analytics : from data to knowledge to healthcare improvement / Hui Yang, Florida, USA, Eva K. Lee, Atlanta, USA. |
title_fullStr |
Healthcare analytics : from data to knowledge to healthcare improvement / Hui Yang, Florida, USA, Eva K. Lee, Atlanta, USA. |
title_full_unstemmed |
Healthcare analytics : from data to knowledge to healthcare improvement / Hui Yang, Florida, USA, Eva K. Lee, Atlanta, USA. |
title_auth |
Healthcare analytics : from data to knowledge to healthcare improvement / |
title_new |
Healthcare analytics : |
title_sort |
healthcare analytics : from data to knowledge to healthcare improvement / |
series |
Wiley series in operations research and management science |
series2 |
Wiley series in operations research and management science |
publisher |
Wiley, |
publishDate |
2016 |
physical |
1 online resource (xxiii, 641 pages) : illustrations. |
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 / Margraet V. Bjarndaottir, 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. |
isbn |
9781118919408 9781118919415 9781118919422 9781118919392 |
callnumber-first |
R - Medicine |
callnumber-subject |
R - General Medicine |
callnumber-label |
R858 |
callnumber-sort |
R 3858 A1 Y36 42016 |
genre |
Electronic books. |
genre_facet |
Electronic books. |
url |
https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=5473621 |
illustrated |
Illustrated |
dewey-hundreds |
300 - Social sciences |
dewey-tens |
360 - Social problems & social services |
dewey-ones |
362 - Social welfare problems & services |
dewey-full |
362.10285 |
dewey-sort |
3362.10285 |
dewey-raw |
362.10285 |
dewey-search |
362.10285 |
oclc_num |
953659336 |
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Healthcare analytics : from data to knowledge to healthcare improvement / |
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