Evolutionary Intelligence for Healthcare Applications
Kumar, T. Ananth, Rajmohan, R., Pavithra, M.
- 出版商: CRC
- 出版日期: 2022-11-23
- 售價: $2,570
- 貴賓價: 9.5 折 $2,442
- 語言: 英文
- 頁數: 119
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 103218504X
- ISBN-13: 9781032185040
海外代購書籍(需單獨結帳)
商品描述
This book highlights various evolutionary algorithm techniques for various medical conditions and introduces medical applications of evolutionary computation for real-time diagnosis.
Evolutionary Intelligence for Healthcare Applications presents how evolutionary intelligence can be used in smart healthcare systems involving big data analytics, mobile health, personalized medicine, and clinical trial data management. It focuses on emerging concepts and approaches and highlights various evolutionary algorithm techniques used for early disease diagnosis, prediction, and prognosis for medical conditions. The book also presents ethical issues and challenges that can occur within the healthcare system.
Researchers, healthcare professionals, data scientists, systems engineers, students, programmers, clinicians, and policymakers will find this book of interest.
商品描述(中文翻譯)
本書介紹了各種演化算法技術在不同醫療條件下的應用，並介紹了演化計算在實時診斷中的醫療應用。《演化智能在醫療應用中的應用》展示了演化智能如何應用於涉及大數據分析、移動醫療、個性化醫學和臨床試驗數據管理的智能醫療系統中。它聚焦於新興概念和方法，並突出了用於早期疾病診斷、預測和預後的各種演化算法技術。本書還介紹了醫療系統中可能出現的倫理問題和挑戰。研究人員、醫療專業人員、數據科學家、系統工程師、學生、程序員、臨床醫生和政策制定者都會對本書感興趣。
作者簡介
Dr. T. Ananth Kumar is working as Assistant Professor in IFET college of Engineering affiliated to Anna University, Chennai. He received his Ph.D. degree in VLSI Design from Manonmaniam Sundaranar University, Tirunelveli. He received his Master's degree in VLSI Design from Anna University, Chennai and Bachelor's degree in Electronics and communication engineering from Anna University, Chennai. He has presented papers in various National and International Conferences and Journals. His fields of interest are Networks on Chips, Computer Architecture and ASIC design. He is the recipient of the Best Paper Award at INCODS 2017. He is the life member of ISTE, and few membership bodies. He has 8 patents in various domains. He has written many book chapters in Springer, IET Press, and Taylor & Francis press.
Dr. R. Rajmohan is currently working as Associate Professor in Vellore Institute of Technology, Andrapradesh. He completed his Ph.D. in the field of wireless network at SSN college of Engineering under Anna University. He received his Master's degree in Network and Internet Engineering from Pondicherry University, Pondicherry and Bachelor's degree in Computer Science and Engineering from Pondicherry University, Pondicherry. He has published more than 20 papers in various reputed SCI and Scopus indexed journals. His fields of interest are Wireless Network, Deep learning and IoT. He has won the best educator award from International Institute of Organized Research (I2OR) in the year 2019. He is the life time member of various educational bodies and acted as reviewer for Springer and other standard journals.
Ms. M. Pavithra received her Master's degree in Distributed Computing System from Pondicherry University, Puducherry. She received her Bachelor's degree in Computer Science and Engineering from Anna University, Chennai. She is working as Assistant Professor in IFET College of Engineering afflicted to Anna University, Chennai. Her area of interest is Artificial Intelligence, Network Security, Computational intelligence.
Dr. S. Balamurugan PhD, SMIEEE, ACM Distinguished Speaker is the Director of Albert Einstein Engineering and Research Labs. India. He received his B.Tech., Degree from PSG College of Technology, Coimbatore, India, M.Tech., and PhD Degrees from Anna University, India. He has published 60 books, 300 international journals/conferences and 200 patents. He is also the Vice-Chairman of Renewable Energy Society of India (RESI). He is also serving as a research consultant to many Companies, Startups, SMEs and MSMEs. He is the series editor of book series' and serving in various editorial capacities of several International Journals.. He is also the recipient of the Young Scientist Award, Certificate of Exceptionalism, and Outstanding Scientist Award and Best Director Award. His biography is listed in "Marquis WHO'S WHO", USA. His research interests include Artificial Intelligence, Augmented Reality, Internet of Things, Big Data Analytics, Cloud Computing, and Wearable Computing. He is a life member of ACM, IEEE, ISTE and CSI.
作者簡介(中文翻譯)
Dr. T. Ananth Kumar現任IFET工程學院助理教授，該學院隸屬於安娜大學，位於印度金奈。他在Manonmaniam Sundaranar大學取得了VLSI設計的博士學位。他在安娜大學取得了VLSI設計的碩士學位，並在安娜大學取得了電子與通訊工程的學士學位。他在各種國家和國際會議以及期刊上發表了論文。他的研究興趣包括芯片上的網絡、計算機架構和ASIC設計。他是2017年INCODS最佳論文獎的獲獎者。他是ISTE和其他幾個會員組織的終身會員。他在各個領域擁有8項專利。他在Springer、IET Press和Taylor & Francis Press等出版社撰寫了許多書籍章節。
Dr. R. Rajmohan目前在安得拉邦的Vellore技術學院擔任副教授。他在安娜大學的SSN工程學院完成了無線網絡領域的博士學位。他在Pondicherry大學取得了網絡和互聯網工程的碩士學位，並在Pondicherry大學取得了計算機科學和工程的學士學位。他在各種聲譽良好的SCI和Scopus索引期刊上發表了20多篇論文。他的研究興趣包括無線網絡、深度學習和物聯網。他在2019年獲得了國際組織研究學院(I2OR)的最佳教育家獎。他是多個教育機構的終身會員，並擔任Springer和其他標準期刊的審稿人。
Ms. M. Pavithra在Pondicherry大學獲得了分散式計算系統的碩士學位。她在安娜大學取得了計算機科學和工程的學士學位。她現在在IFET工程學院擔任助理教授，該學院隸屬於安娜大學。她的研究領域包括人工智能、網絡安全和計算智能。
Dr. S. Balamurugan是印度阿爾伯特·愛因斯坦工程和研究實驗室的主任。他在印度科英布托爾的PSG技術學院獲得了學士學位，並在印度安娜大學獲得了碩士和博士學位。他出版了60本書籍、300篇國際期刊/會議論文和200項專利。他還是印度可再生能源協會(RESI)的副主席。他還擔任許多公司、初創企業、中小企業和微型企業的研究顧問。他是書系的系列編輯，並在幾本國際期刊的各種編輯職務中服務。他還獲得了年輕科學家獎、卓越證書、傑出科學家獎和最佳主任獎。他的傳記被列入美國的"馬奎斯WHO'S WHO"。他的研究興趣包括人工智能、擴增現實、物聯網、大數據分析、雲計算和可穿戴計算。他是ACM、IEEE、ISTE和CSI的終身會員。
