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Healthcare analytics: from data to knowledge to healthcare improvement

By: Yang, Hui.
Contributor(s): Lee, Eva K.
Material type: materialTypeLabelBookPublisher: New Jersey Wiley 2016Description: xxiii, 602 p.ISBN: 9781118919392.Subject(s): Medical care - Data Processing | Social Security | Medical care - Information ServicesDDC classification: 362.10285 Summary: 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 comprehensive treatment on recent research advancements in data-driven healthcare analytics in an effort to provide more personalized and smarter healthcare services. Emphasizing data and healthcare analytics from an operational management and statistical perspective, the book details how analytical methods and tools can be utilized to enhance healthcare quality and operational efficiency. http://as.wiley.com/WileyCDA/WileyTitle/productCd-1118919394.html
List(s) this item appears in: Prof. A. K. Laha | Healthcare Analytics | Big data
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Books Books Vikram Sarabhai Library
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Non Fiction 362.10285 Y2H3 (Browse shelf) Available 193726

Table of Contents:

Part I Advances in biomedical and health informatics 1
1 Recent Development in Methodology for Gene Network Problems and Inferences
2 Biomedical Analytics and Morphoproteomics: An Integrative Approach for Medical Decision Making for Recurrent or Refractory Cancers
3 Characterization and Monitoring of Nonlinear Dynamics and Chaos in Complex Physiological Systems
4 Statistical Modeling of Electrocardiography Signal for Subject Monitoring and Diagnosis
5 Modeling and Simulation of Measurement Uncertainty in Clinical Laboratories
6 Predictive Analytics: Classification in Medicine and Biology
7 Predictive Modeling in Radiation Oncology
8 Mathematical Modeling of Innate Immunity Responses of Sepsis: Modeling and Computational Studies

Part II Analytics for healthcare delivery
9 Systems Analytics: Modeling and Optimizing ClinicWorkflow and Patient Care
10 A Multiobjective Simulation Optimization of the Macrolevel Patient Flow Distribution
11 Analysis of Resource Intensive Activity Volumes in us Hospitals
12 Discrete-Event Simulation for Primary Care Redesign: Review and a Case Study
13 Temporal and Spatiotemporal Models for Ambulance Demand
14 Mathematical Optimization and Simulation Analyses for Optimal Liver Allocation Boundaries
15 Predictive Analytics in 30-Day Hospital Readmissions for Heart Failure Patients
16 Heterogeneous Sensing and Predictive Modeling of Postoperative Outcomes
17 Analyzing Patient–Physician Interaction in Consultation for Shared Decision Making
18 The History and Modern Applications of Insurance Claims Data in Healthcare Research
19 Understanding the Role of Social Media in Healthcare via Analytics: a Health Plan Perspective

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 comprehensive treatment on recent research advancements in data-driven healthcare analytics in an effort to provide more personalized and smarter healthcare services. Emphasizing data and healthcare analytics from an operational management and statistical perspective, the book details how analytical methods and tools can be utilized to enhance healthcare quality and operational efficiency.

http://as.wiley.com/WileyCDA/WileyTitle/productCd-1118919394.html

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