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Decision Making in Healthcare Systems

  • Book
  • © 2024

Overview

Editors:
  1. Tofigh Allahviranloo

    1. Faculty of Engineering and Natural Sciences, Istinye University, Istanbul, Türkiye

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  2. Farhad Hosseinzadeh Lotfi

    1. Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran

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  3. Zohreh Moghaddas

    1. School of Information Technology, Deakin University, Waurn Ponds Campus, Geelong, Australia

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  4. Mohsen Vaez-Ghasemi

    1. Department of Mathematics, Islamic Azad University, Rasht, Iran

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  • Introduces a variety of mathematical and statistical models in decision making for healthcare centers
  • Presents the benefits of mathematical and statistical models
  • Provides knowledge of how mathematical and statistical models can be used in solving problems in healthcare systems

Part of the book series: Studies in Systems, Decision and Control (SSDC, volume 513)

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Table of contents (21 chapters)

  1. Front Matter

    Pages i-vi
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  2. Methodologies for Decision-Making in the Health and Medicine Sector

    • Kemal Gökhan Nalbant, Sevgi Aydin
    Pages 1-10

  3. The Application of System Simulation in the Health Sector: A Rapid Review

    • Mohammadreza Mobinizadeh, Marita Mohammadshahi, Parisa Aboee, Zeinab Fakoorfard, Alireza Olyaeemanesh, Efat Mohamadi
    Pages 11-17

  4. Data Science in the Field of Health

    • Handan Kulan, Ezgi Özer
    Pages 19-28

  5. Evaluation of Hospitals and Health Care Centers with Ratio Data

    • Mehdi Soltanifar
    Pages 29-47

  6. Multiple Attribute Decision Making in Ranking the Criteria in Health (with Certain and Uncertain Data)

    • Mansour Soufi
    Pages 49-128

  7. Healthcare Facility Location

    • Hamed Zhiani Rezai, Alireza Davoodi
    Pages 129-150

  8. Fuzzy Transportation Model for Resource Allocation in a Dental Hospital

    • Alize Yaprak Gul, Saliha Karadayi-Usta
    Pages 151-171

  9. Locating Problems for Medical Centers and Emergency Services

    • Mansour Soufi
    Pages 173-212

  10. Budgeting in Healthcare

    • S. Khajavi, M. Etemedy Jooriaby, E. Kermani
    Pages 213-255

  11. Sleep Disorders Detection and Classification Using Random Forests Algorithm

    • Wadhah Zeyad Tareq Tareq
    Pages 257-266

  12. Green Supply Chain in Medicine

    • Mehdi Fadaei Eshkiki, Mahdi Homayounfar
    Pages 267-287

  13. Statistical Analysis and Structural Equations on Influential Parameters in Health

    • Mahdi Homayounfar, Mehdi Fadaei Eshkiki, Sara Namdar
    Pages 289-321

  14. Boosting Facial Action Unit Detection with CGAN-Based Data Augmentation

    • Duygu Cakir, Gorkem Yilmaz, Nafiz Arica
    Pages 323-335

  15. Resiliency in Green Supply Chains of Pharmaceuticals

    • Saliha Karadayi-Usta
    Pages 337-353

  16. Exploring Congestion in Fuzzy DEA by Solving One Model; Case Study: Hospitals in Tehran

    • Saber Saati, Maryam Shadab, Sajedeh Mohamadniaahmadi
    Pages 355-372

  17. Performance and Managerial Ability Analysis in Health Sector: A Data Envelopment Analysis Approach

    • Alireza Amirteimoori, Sharmineh Safarpour, Sohrab Kordrostami, Leila Khoshandam
    Pages 373-390

  18. Mental Health on Twitter in Turkey: Sentiment Analysis with Transformers

    • Qamar Alshammari, Süreyya Akyüz
    Pages 391-402

  19. Roe v Wade in Twitter: Sentiment Analysis with Machine Learning

    • Hiba Ayad Allami, Süreyya Akyüz
    Pages 403-416

  20. Time Scheduling for Staff in Hospitals and Health Care Centres

    • Nursaç Kurt, Ramazan Bakır, Amir Seyyedabbasi
    Pages 417-427
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Keywords

About this book

This book chooses the topic which is due to the editors' experience in modeling projects in healthcare systems. Also, the transfer of experiences is the reason why mathematical modeling and decision making in the field of health are not given much attention. To this end, the new aspect of this book is the lack of reference needed to carry out projects in the field of health for researchers whose main expertise is not modeling. Students of health, mathematics, management, and industrial engineering fields are in the direct readership with this book. Different projects in the field of healthcare systems can use the topics presented in different chapters mentioned in this book.

Editors and Affiliations

  • Faculty of Engineering and Natural Sciences, Istinye University, Istanbul, Türkiye

    Tofigh Allahviranloo

  • Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran

    Farhad Hosseinzadeh Lotfi

  • School of Information Technology, Deakin University, Waurn Ponds Campus, Geelong, Australia

    Zohreh Moghaddas

  • Department of Mathematics, Islamic Azad University, Rasht, Iran

    Mohsen Vaez-Ghasemi

About the editors


Bibliographic Information

  • Book Title: Decision Making in Healthcare Systems

  • Editors: Tofigh Allahviranloo, Farhad Hosseinzadeh Lotfi, Zohreh Moghaddas, Mohsen Vaez-Ghasemi

  • Series Title: Studies in Systems, Decision and Control

  • DOI: https://doi.org/10.1007/978-3-031-46735-6

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

  • Hardcover ISBN: 978-3-031-46734-9Published: 03 January 2024

  • Softcover ISBN: 978-3-031-46737-0Due: 29 April 2024

  • eBook ISBN: 978-3-031-46735-6Published: 31 December 2023

  • Series ISSN: 2198-4182

  • Series E-ISSN: 2198-4190

  • Edition Number: 1

  • Number of Pages: VI, 442

  • Number of Illustrations: 11 b/w illustrations, 31 illustrations in colour

  • Topics: Control and Systems Theory, Artificial Intelligence

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