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Healthcare Analytics : Foundations and Frontiers.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Rafalski, Edward M.
Otros Autores: Mullner, Ross M.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Milton : CRC Press LLC, 2019.
Temas:
Acceso en línea:Texto completo

MARC

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245 1 0 |a Healthcare Analytics :  |b Foundations and Frontiers. 
260 |a Milton :  |b CRC Press LLC,  |c 2019. 
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505 0 |a Cover; Title Page; Copyright Page; Contents; Foreword; Lisr of Contributors; Introduction; 1. Managerial epidemiology: Creating care of health ecosystems; Introduction; What is epidemiology?; What is managerial epidemiology?; What is an ecosystem of care?; Social media and its application; Conclusion; References; 2. Healthcare and population data: The building blocks; Background; Why risk stratification?; Overview of risk stratification methods; Risk stratification: Examples; Rising risk methodology: Follow-up on 38109 familiar faces; Use of data; References 
505 8 |a 3. Trend toward connected data architectures in healthcareBalancing cost and performance; Risk management; Sharing and connecting data; Current state of databases in healthcare systems; Introduction of NoSQL databases; Summary; References; 4. Knowledge management for health data analytics; Rise of the electronic health record; Data governance and infrastructure issues; Importance of data governance and infrastructure; Analytics beyond statistics; Feature selection; Data mining; Advantages; Potential issues with data mining; References 
505 8 |a 5. Geospatial analysis of patients with healthcare utilization for type 2 diabetes mellitus (T2DM): A use case approachIntroduction; Burden of the disease; Research question; Results; Discussion; References; 6. Futuring: A brief overview of methods and tools; Statistical regression models; Delphi survey technique; Environmental scanning: SWOT analysis; Scenario analysis; Conclusion; References; 7. Conclusion; References; Index 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Medical informatics. 
650 6 |a Médecine  |x Informatique. 
700 1 |a Mullner, Ross M. 
758 |i has work:  |a Healthcare analytics (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGQ9cFQPGB9YVMd7YqCyBd  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Rafalski, Edward M.  |t Healthcare Analytics : Foundations and Frontiers.  |d Milton : CRC Press LLC, ©2019  |z 9781498755078 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=5883371  |z Texto completo 
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