
Healthcare analytics : from data to knowledge to healthcare improvement
Başlık:
Healthcare analytics : from data to knowledge to healthcare improvement
Yazar:
Yang, Hui, 1981- author.
ISBN:
9781118919408
Yazar Ek Girişi:
Fiziksel Tanımlama:
1 online resource (xxiii, 641 pages) : illustrations.
Seri:
Wiley series in operations research and management science
Wiley series in operations research and management science.
İçerik:
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.
Notlar:
Electronic reproduction. Ann Arbor, MI : ProQuest, 2018. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
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