Swarm Intelligence and Machine Learning: Applications in Healthcare 1st Edition
Author: Manish Gupta,Jitendra Agrawal,Dac-Nhuong Le,Shikha Agarwal (Editor)
Publisher finelybook 出版社: CRC Press; 1st edition (September 29, 2022)
Language 语言: English
Print Length 页数: 222 pages
ISBN-10: 103214579X
ISBN-13: 9781032145792
Book Description
By finelybook
Today the healthcare sector is facing challenges such as detecting the cause of ailments, disease prevention, high operating costs, availability of skilled technicians and infrastructure bottlenecks. Intelligent healthcare management technologies are needed to manage these challenges. Healthcare organizations also need to continuously discover useful and actionable knowledge to gain insight from tons of data being generated for saving lives, reducing medical errors, enhancing efficiency, reducing costs and making the whole world a healthy place.
The book introduces techniques that developed using machine learning along with swarm intelligence in healthcare informatics. It also discusses one of the major applications of artificial intelligence: using machine learning to extract useful information from multimodal data optimally Author: using swarm intelligence. It reviews optimization methods that help to minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The objective of this book is to use swarm intelligence and machine learning techniques for various medical issues such as diagnosing cancer, brain tumor, diabetic retinopathy, heart diseases as well as drug design and development. The book will act as one-stop reference to think and explore swarm intelligence and machine learning algorithms seriously for real-time patient diagnosis.
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