Computational intelligence and healthcare informatics:
COMPUTATIONAL INTELLIGENCE and HEALTHCARE INFORMATICS The book provides the state-of-the-art innovation, research, design, and implements methodological and algorithmic solutions to data processing problems, designing and analysing evolving trends in health informatics, intelligent disease predictio...
Saved in:
| Other Authors: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, NJ Beverly, MA
Wiley
2021
Hoboken, NJ Beverly, MA Scrivener Publishing 2021 |
| Series: | Machine learning in biomedical science and healthcare informatics
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| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781119818687/?ar |
| Summary: | COMPUTATIONAL INTELLIGENCE and HEALTHCARE INFORMATICS The book provides the state-of-the-art innovation, research, design, and implements methodological and algorithmic solutions to data processing problems, designing and analysing evolving trends in health informatics, intelligent disease prediction, and computer-aided diagnosis. Computational intelligence (CI) refers to the ability of computers to accomplish tasks that are normally completed by intelligent beings such as humans and animals. With the rapid advance of technology, artificial intelligence (AI) techniques are being effectively used in the fields of health to improve the efficiency of treatments, avoid the risk of false diagnoses, make therapeutic decisions, and predict the outcome in many clinical scenarios. Modern health treatments are faced with the challenge of acquiring, analyzing and applying the large amount of knowledge necessary to solve complex problems. Computational intelligence in healthcare mainly uses computer techniques to perform clinical diagnoses and suggest treatments. In the present scenario of computing, CI tools present adaptive mechanisms that permit the understanding of data in difficult and changing environments. The desired results of CI technologies profit medical fields by assembling patients with the same types of diseases or fitness problems so that healthcare facilities can provide effectual treatments. This book starts with the fundamentals of computer intelligence and the techniques and procedures associated with it. Contained in this book are state-of-the-art methods of computational intelligence and other allied techniques used in the healthcare system, as well as advances in different CI methods that will confront the problem of effective data analysis and storage faced by healthcare institutions. The objective of this book is to provide researchers with a platform encompassing state-of-the-art innovations; research and design; implementation of methodological and algorithmic solutions to data processing problems; and the design and analysis of evolving trends in health informatics, intelligent disease prediction and computer-aided diagnosis. Audience The book is of interest to artificial intelligence and biomedical scientists, researchers, engineers and students in various settings such as pharmaceutical & biotechnology companies, virtual assistants developing companies, medical imaging & diagnostics centers, wearable device designers, healthcare assistance robot manufacturers, precision medicine testers, hospital management, and researchers working in healthcare system. |
| Item Description: | Includes bibliographical references and index. - Print version record |
| Physical Description: | 1 Online-Ressource |
| ISBN: | 9781119818717 1119818710 9781119818700 1119818702 1119818699 9781119818694 9781119818687 |
Staff View
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| spelling | Computational intelligence and healthcare informatics edited by Om Prakash Jena, Alok Ranjan Tripathy, Ahmed A. Elngar, Zdzislaw Polkowski Hoboken, NJ Beverly, MA Wiley 2021 Hoboken, NJ Beverly, MA Scrivener Publishing 2021 1 Online-Ressource Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Machine learning in biomedical science and healthcare informatics Includes bibliographical references and index. - Print version record COMPUTATIONAL INTELLIGENCE and HEALTHCARE INFORMATICS The book provides the state-of-the-art innovation, research, design, and implements methodological and algorithmic solutions to data processing problems, designing and analysing evolving trends in health informatics, intelligent disease prediction, and computer-aided diagnosis. Computational intelligence (CI) refers to the ability of computers to accomplish tasks that are normally completed by intelligent beings such as humans and animals. With the rapid advance of technology, artificial intelligence (AI) techniques are being effectively used in the fields of health to improve the efficiency of treatments, avoid the risk of false diagnoses, make therapeutic decisions, and predict the outcome in many clinical scenarios. Modern health treatments are faced with the challenge of acquiring, analyzing and applying the large amount of knowledge necessary to solve complex problems. Computational intelligence in healthcare mainly uses computer techniques to perform clinical diagnoses and suggest treatments. In the present scenario of computing, CI tools present adaptive mechanisms that permit the understanding of data in difficult and changing environments. The desired results of CI technologies profit medical fields by assembling patients with the same types of diseases or fitness problems so that healthcare facilities can provide effectual treatments. This book starts with the fundamentals of computer intelligence and the techniques and procedures associated with it. Contained in this book are state-of-the-art methods of computational intelligence and other allied techniques used in the healthcare system, as well as advances in different CI methods that will confront the problem of effective data analysis and storage faced by healthcare institutions. The objective of this book is to provide researchers with a platform encompassing state-of-the-art innovations; research and design; implementation of methodological and algorithmic solutions to data processing problems; and the design and analysis of evolving trends in health informatics, intelligent disease prediction and computer-aided diagnosis. Audience The book is of interest to artificial intelligence and biomedical scientists, researchers, engineers and students in various settings such as pharmaceutical & biotechnology companies, virtual assistants developing companies, medical imaging & diagnostics centers, wearable device designers, healthcare assistance robot manufacturers, precision medicine testers, hospital management, and researchers working in healthcare system. Artificial intelligence Medical applications Medical informatics Computational intelligence Intelligence artificielle en médecine Médecine ; Informatique Intelligence informatique Artificial intelligence ; Medical applications Jena, Om Prakash HerausgeberIn edt 9781119818687 Erscheint auch als Druck-Ausgabe 9781119818687 |
| spellingShingle | Computational intelligence and healthcare informatics Artificial intelligence Medical applications Medical informatics Computational intelligence Intelligence artificielle en médecine Médecine ; Informatique Intelligence informatique Artificial intelligence ; Medical applications |
| title | Computational intelligence and healthcare informatics |
| title_auth | Computational intelligence and healthcare informatics |
| title_exact_search | Computational intelligence and healthcare informatics |
| title_full | Computational intelligence and healthcare informatics edited by Om Prakash Jena, Alok Ranjan Tripathy, Ahmed A. Elngar, Zdzislaw Polkowski |
| title_fullStr | Computational intelligence and healthcare informatics edited by Om Prakash Jena, Alok Ranjan Tripathy, Ahmed A. Elngar, Zdzislaw Polkowski |
| title_full_unstemmed | Computational intelligence and healthcare informatics edited by Om Prakash Jena, Alok Ranjan Tripathy, Ahmed A. Elngar, Zdzislaw Polkowski |
| title_short | Computational intelligence and healthcare informatics |
| title_sort | computational intelligence and healthcare informatics |
| topic | Artificial intelligence Medical applications Medical informatics Computational intelligence Intelligence artificielle en médecine Médecine ; Informatique Intelligence informatique Artificial intelligence ; Medical applications |
| topic_facet | Artificial intelligence Medical applications Medical informatics Computational intelligence Intelligence artificielle en médecine Médecine ; Informatique Intelligence informatique Artificial intelligence ; Medical applications |
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