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DOI: 10.2174/97816810887161210101 eISBN: 978-1-68108-871-6, 2021 ISBN: 978-1-68108-872-3
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For Books Ilker Ozsahin, Dilber Uzun Ozsahin , " Applied Machine Learning and Multi-Criteria Decision-Making in Healthcare ", Bentham Science Publishers (2021). https://doi.org/10.2174/97816810887161210101
Print ISBN978-1-68108-872-3
Online ISBN978-1-68108-871-6
Page: i-i (1) Author: Ilker Ozsahin and Dilber Uzun Ozsahin DOI: 10.2174/9781681088716121010001
Page: ii-iii (2) Author: DOI: 10.2174/9781681088716121010002
Page: 1-4 (4) Author: Basil Bartholomew Duwa*, Dilber Uzun Ozsahin and Ilker Ozsahin DOI: 10.2174/9781681088716121010003 PDF Price: $30
Page: 5-20 (16) Author: Basil Bartholomew Duwa*, Dilber Uzun Ozsahin and Ilker Ozsahin DOI: 10.2174/9781681088716121010004 PDF Price: $30
Page: 21-39 (19) Author: Boran Sekeroglu* DOI: 10.2174/9781681088716121010005 PDF Price: $30
Page: 40-61 (22) Author: Kamil Dimililer* DOI: 10.2174/9781681088716121010006 PDF Price: $30
Page: 62-81 (20) Author: Halil Ibrahim Keskin* DOI: 10.2174/9781681088716121010007 PDF Price: $30
Page: 82-97 (16) Author: Hanifa Teimourian and Kamil Dimililer* DOI: 10.2174/9781681088716121010008 PDF Price: $30
Page: 98-123 (26) Author: Önder Yakut*, Murat Sayan and Emine Doğru Bolat DOI: 10.2174/9781681088716121010009 PDF Price: $30
Page: 124-138 (15) Author: Gürkan Ünsal* and Kaan Orhan DOI: 10.2174/9781681088716121010010 PDF Price: $30
Page: 139-158 (20) Author: Cahit ÇELİK*, Özlem Akay and Gülsen Kiral DOI: 10.2174/9781681088716121010011 PDF Price: $30
Page: 159-187 (29) Author: Evren Hincal* and Bilgen Kaymakamzade DOI: 10.2174/9781681088716121010012 PDF Price: $30
Page: 188-213 (26) Author: Evren Hınçal* and Bilgen Kaymakamzade DOI: 10.2174/9781681088716121010013 PDF Price: $30
Page: 214-234 (21) Author: Nojan Hafizi* and Pinar Tulay DOI: 10.2174/9781681088716121010014 PDF Price: $30
Page: 235-244 (10) Author: Mordecai Maisaini*, Mustafa Taseli, Dilber Uzun Ozsahin and Ilker Ozsahin DOI: 10.2174/9781681088716121010015 PDF Price: $30
Page: 245-271 (27) Author: Abdulaziz Tabbakha*, Dilber Uzun Ozsahin, Berna Uzun and Ilker Ozsahin DOI: 10.2174/9781681088716121010016 PDF Price: $30
Page: 272-283 (12) Author: Osman Doluca and Murat Sayan* DOI: 10.2174/9781681088716121010017 PDF Price: $30
Page: 284-291 (8) Author: Mordecai Maisaini*, Kamil Dimililer and Dilber Uzun Ozsahin DOI: 10.2174/9781681088716121010018 PDF Price: $30
Page: 292-299 (8) Author: DOI: 10.2174/9781681088716121010019
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.
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