Shikha Agarwal & Jitendra Agrawal 
Swarm Intelligence and Machine Learning [EPUB ebook] 
Applications in Healthcare

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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 by 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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语言 英语 ● 格式 EPUB ● 网页 228 ● ISBN 9781000737660 ● 编辑 Shikha Agarwal & Jitendra Agrawal ● 出版者 CRC Press ● 发布时间 2022 ● 下载 3 时 ● 货币 EUR ● ID 8463903 ● 复制保护 Adobe DRM
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