Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications (Hardcover)

Nguyen Hoang Phuong

ISBN 10: 3031639286 / ISBN 13: 9783031639289

Published by Springer International Publishing AG, Cham, 2024

About this Item

Hardcover. 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 applicationswhose 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 applicationsand to further develop this important research direction. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9783031639289

Bibliographic Details

Title: Machine Learning and Other Soft Computing ...

Publisher: Springer International Publishing AG, Cham

Publication Date: 2024

Binding: Hardcover

Condition: new

About this title

Synopsis:

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.