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Soft Computing: Biomedical and Related Applications

2021-06-16 Technology & Engineering
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Release : 2021-06-16
Genre : Technology & Engineering
Kind : eBook
Book Rating : 209/5 ( reviews)

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Book Synopsis Soft Computing: Biomedical and Related Applications by : Nguyen Hoang Phuong

Download or read book Soft Computing: Biomedical and Related Applications written by Nguyen Hoang Phuong. This book was released on 2021-06-16. Available in PDF, EPUB and Kindle. Book excerpt: This book lists current and potential biomedical uses of computational intelligence methods. These methods are used in diagnostics and treatment of such diseases as cancer, cardiac diseases, pneumonia, stroke, and COVID-19. Many biomedical problems are difficult; so, often, the current methods are not sufficient, new methods need to be developed. To confidently apply the new methods to critical life-and-death medical situations, it is important to first test these methods on less critical applications. The book describes several such promising new methods that have been tested on problems from agriculture, computer networks, economics and business, pavement engineering, politics, quantum computing, robotics, etc. This book helps practitioners and researchers to learn more about computational intelligence methods and their biomedical applications—and to further develop this important research direction.

Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications

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Kind : eBook
Book Rating : 294/5 ( reviews)

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Book Synopsis Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications by : Nguyen Hoang Phuong

Download or read book Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications written by Nguyen Hoang Phuong. This book was released on . Available in PDF, EPUB and Kindle. Book excerpt:

Soft Computing for Biomedical Applications and Related Topics

2020-06-29 Technology & Engineering
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Release : 2020-06-29
Genre : Technology & Engineering
Kind : eBook
Book Rating : 361/5 ( reviews)

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Book Synopsis Soft Computing for Biomedical Applications and Related Topics by : Vladik Kreinovich

Download or read book Soft Computing for Biomedical Applications and Related Topics written by Vladik Kreinovich. This book was released on 2020-06-29. Available in PDF, EPUB and Kindle. Book excerpt: This book presents innovative intelligent techniques, with an emphasis on their biomedical applications. Although many medical doctors are willing to share their knowledge – e.g. by incorporating it in computer-based advisory systems that can benefit other doctors – this knowledge is often expressed using imprecise (fuzzy) words from natural language such as “small,” which are difficult for computers to process. Accordingly, we need fuzzy techniques to handle such words. It is also desirable to extract general recommendations from the records of medical doctors’ decisions – by using machine learning techniques such as neural networks. The book describes state-of-the-art fuzzy, neural, and other techniques, especially those that are now being used, or potentially could be used, in biomedical applications. Accordingly, it will benefit all researchers and students interested in the latest developments, as well as practitioners who want to learn about new techniques.

Soft Computing: Biomedical and Related Applications

2021
Download Soft Computing: Biomedical and Related Applications PDF Online Free

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Release : 2021
Genre :
Kind : eBook
Book Rating : 214/5 ( reviews)

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Book Synopsis Soft Computing: Biomedical and Related Applications by : Nguyen Hoang Phuong

Download or read book Soft Computing: Biomedical and Related Applications written by Nguyen Hoang Phuong. This book was released on 2021. Available in PDF, EPUB and Kindle. Book excerpt: This book lists current and potential biomedical uses of computational intelligence methods. These methods are used in diagnostics and treatment of such diseases as cancer, cardiac diseases, pneumonia, stroke, and COVID-19. Many biomedical problems are difficult; so, often, the current methods are not sufficient, new methods need to be developed. To confidently apply the new methods to critical life-and-death medical situations, it is important to first test these methods on less critical applications. The book describes several such promising new methods that have been tested on problems from agriculture, computer networks, economics and business, pavement engineering, politics, quantum computing, robotics, etc. This book helps practitioners and researchers to learn more about computational intelligence methods and their biomedical applications-and to further develop this important research direction.

Machine Learning and Other Soft Computing Techniques : Biomedical and Related Applications

2024-09-06 Technology & Engineering
Download Machine Learning and Other Soft Computing Techniques : Biomedical and Related Applications PDF Online Free

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Release : 2024-09-06
Genre : Technology & Engineering
Kind : eBook
Book Rating : 289/5 ( reviews)

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Book Synopsis Machine Learning and Other Soft Computing Techniques : Biomedical and Related Applications by : Nguyen Hoang Phuong

Download or read book Machine Learning and Other Soft Computing Techniques : Biomedical and Related Applications written by Nguyen Hoang Phuong. This book was released on 2024-09-06. Available in PDF, EPUB and Kindle. Book excerpt: This book contains applications to various health-related problems, from designing and maintaining a proper diet to enhancing hygiene to analysis of mammograms and left-right brain activity to treating diseases such as diabetes and drug addictions. Health issues are very important. So naturally whatever new data processing technique appears, researchers try to apply it to health issues as well. From this viewpoint, Artificial Intelligence (AI) and Computational Intelligence (CI) techniques are no exception: they have been successfully applied to medicine, and more promising applications are on the way. Applications of AI and CI techniques to health issues are the main focus of this book. Health issues are also very delicate, because human bodies are complex organisms. No matter how interesting and promising are new ideas and new techniques, there is always a possibility of unexpected side effects. Because of this, we cannot apply untested methods to patients, and we first need to test these methods on other less critical applications. Several book chapters describe such applications—whose success paves the way for these methods to be used in biomedical situations. These applications range from human/face detection to predicting student success to predicting election results to explaining the observed intensity of space light. We hope that this book helps practitioners and researchers to learn more about computational intelligence techniques and their biomedical applications—and to further develop this important research direction.

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