Editors: Ilker Ozsahin, Dilber Uzun Ozsahin

Applied Machine Learning and Multi-criteria Decision-making in Healthcare

eBook: US $99 Special Offer (PDF + Printed Copy): US $168
Printed Copy: US $119
Library License: US $396
ISBN: 978-1-68108-872-3 (Print)
ISBN: 978-1-68108-871-6 (Online)
Year of Publication: 2021
DOI: 10.2174/97816810887161210101

Introduction

This book provides an ideal foundation for readers to understand the application of artificial intelligence (AI) and machine learning (ML) techniques to expert systems in the healthcare sector. It starts with an introduction to the topic and presents chapters which progressively explain decision-making theory that helps solve problems which have multiple criteria that can affect the outcome of a decision. Key aspects of the subject such as machine learning in healthcare, prediction techniques, mathematical models and classification of healthcare problems are included along with chapters which delve in to advanced topics on data science (deep-learning, artificial neural networks, etc.) and practical examples (influenza epidemiology and retinoblastoma treatment analysis).

Key Features:

  • - Introduces readers to the basics of AI and ML in expert systems for healthcare
  • - Focuses on a problem solving approach to the topic
  • - Provides information on relevant decision-making theory and data science used in the healthcare industry
  • - Includes practical applications of AI and ML for advanced readers
  • - Includes bibliographic references for further reading

The reference is an accessible source of knowledge on multi-criteria decision-support systems in healthcare for medical consultants, healthcare policy makers, researchers in the field of medical biotechnology, oncology and pharmaceutical research and development.

Audience:

medical consultants, healthcare policy makers (government and private sector), researchers in the field of medical biotechnology, oncology and pharmaceutical research and development.

Contributors

Editor(s):
Ilker Ozsahin
Department of Biomedical Engineering, Faculty of Engineering
Near East University, Nicosia/TRNC, Mersin 10
Nicosia
Turkey


Dilber Uzun Ozsahin
Department of Biomedical Engineering, Faculty of Engineering
Near East University, Nicosia/TRNC, Mersin 10
Nicosia
Turkey




Contributor(s):
Abdulaziz Tabbakha
Department of Biomedical Engineering
Faculty of Engineering, Near East University, Nicosia/TRNC
Mersin 10
Turkey


Basil Bartholomew Duwa
Department of Biomedical Engineering
Faculty of Engineering, Near East University
Nicosia/TRNC, Mersin 10
Turkey


Berna Uzun
DESAM Institute
Near East University
Nicosia/TRNC Mersin 10
Turkey
/
Department of Mathematics
Near East University
Nicosia/TRNC Mersin 10
Turkey


Bilgen Kaymakamzade
Department of Mathematics
Mathematics Research Center
Near East University, Nicosia/TRNC, Mersin 10
Turkey


Boran Sekeroglu
DESAM Institute
Near East University
Nicosia/TRNC, Mersin 10
Turkey


Cahit ÇELİK
Cukurova University
Saricam/Adana
Turkey


Dilber Uzun Ozsahin
Department of Biomedical Engineering
Faculty of Engineering, Near East University
Nicosia/TRNC, Mersin 10
Turkey
/
DESAM Institute
Near East University
Nicosia/TRNC, Mersin 10
Turkey
/
Medical Diagnostic Imaging Department
College of Health Sciences, University of Sharjah
Sharjah
UAE


Emine Doğru Bolat
Department of Biomedical Engineering
Faculty of Technology, Kocaeli University
Kocaeli
Turkey


Evren Hincal
Department of Mathematics
Mathematics Research Center
Near East University, Nicosia/TRNC, Mersin 10
Turkey


Gülsen KIRAL
Cukurova University
Saricam/Adana
Turkey


Gürkan Ünsal
Department of Dentomaxillofacial Radiology
Faculty of Dentistry
Near East University, Nicosia/TRNC, Mersin 10
Turkey
/
DESAM Institute
Near East University
Nicosia/TRNC, Mersin 10
Turkey


Halil Ibrahim Keskin
Department of Econometrics
Faculty of Economics and Administrative Sciences
Cukurova University, Adana
Turkey


Hanifa Teimourian
Department of Electrical & Electronic Engineering
Near East University
Nicosia/TRNC, Mersin 10
Turkey


Ilker Ozsahin
Department of Biomedical Engineering
Faculty of Engineering, Near East University
Nicosia/TRNC, Mersin 10
Turkey
/
DESAM Institute
Near East University
Nicosia/TRNC, Mersin 10
Turkey
/
Department of Radiology
Brain Health Imaging Institute
Weill Cornell Medicine, New York
USA


Kaan Orhan
Department of Dentomaxillofacial Radiology
Faculty of Dentistry, Ankara University
Ankara
Turkey
/
Medical Design Application and Research Center (MEDITAM)
Ankara University
Ankara
Turkey


Kamil Dimililer
Department of Electrical & Electronic Engineering
Near East University
Nicosia/TRNC, Mersin 10
Turkey
/
Research Center of Experimental Health Sciences
Near East University, Nicosia / TRNC
Mersin 10
Turkey


Murat Sayan
Faculty of Medicine
Clinical Laboratory, PCR Unit, Kocaeli University
Kocaeli
Turkey
/
DESAM Institute
Near East University
Nicosia/TRNC, Mersin 10
Turkey


Mordecai Maisaini
Department of Biomedical Engineering
Faculty of Engineering, Near East University, Nicosia/TRNC
Mersin 10
Turkey


Mustafa Taseli
Faculty of Medicine
Near East University, Nicosia/TRNC
Mersin 10
Turkey


Nojan Hafizi
Department of Medical Genetics, Faculty of Medicine
Near East University
Nicosia/TRNC, Mersin 10
Turkey


Özlem AKAY
Cukurova University, Saricam/Adana
Turkey


Pinar Tulay
Department of Medical Genetics
Faculty of Medicine, Near East University
Nicosia/TRNC, Mersin 10
Turkey
/
DESAM Institute
Near East University
Nicosia/TRNC, Mersin 10
Turkey


Önder Yakut
Department of Information Systems Engineering
Faculty of Technology, Kocaeli University, Umuttepe Campus 41001
Kocaeli
Turkey


Osman Doluca
Department of Biomedical Engineering
Izmir University of Economics
Izmir
Turkey




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