Intelligent Systems in Healthcare and Disease Identification using Data Science

H. L., Gururaj, A. D., Radhika, C. D., Divya

  • 出版商: CRC
  • 出版日期: 2023-10-10
  • 售價: $4,440
  • 貴賓價: 9.5$4,218
  • 語言: 英文
  • 頁數: 280
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032406631
  • ISBN-13: 9781032406633
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

商品描述

The health technology has become a hot topic in academic research. It employs the theory of social networks into the different levels of the prediction and analysis and has brought new possibilities for the development of technology. This book is a descriptive summary of challenges and methods using disease identification with various case studies from diverse authors across the globe. One of the new buzzwords in healthcare sector that has become popular over years is health informatics. Healthcare professionals must deal with an increasing number of computers and computer programs in their daily work. With rapid growth of digital data, the role of analytics in healthcare has created a significant impact on healthcare professional's life. Improvements in storage data, computational power and paral- lelization has also contributed to uptake this technology. This book is intended for use by researchers, health informatics professionals, academicians and undergraduate and postgraduate students interested in knowing more about health informatics. It aims to provide a brief overview about informatics, its history and area of practice, laws in health informatics, challenges and technologies in health informatics, applica- tion of informatics in various sectors and so on. Finally, the research avenues in health informatics along with some case studies are discussed.

商品描述(中文翻譯)

健康科技已成為學術研究中的熱門話題。它將社交網絡理論應用於預測和分析的不同層面,為技術發展帶來了新的可能性。本書是一個描述性摘要,使用各種案例研究,由來自世界各地的不同作者進行疾病識別的挑戰和方法。在過去幾年中,醫療保健領域中的一個新熱詞是健康信息學。醫療保健專業人員必須處理日常工作中越來越多的計算機和計算機程序。隨著數字數據的快速增長,分析在醫療保健中的角色對醫療保健專業人員的生活產生了重大影響。存儲數據、計算能力和並行化的改進也促使了這項技術的應用。本書旨在為研究人員、健康信息學專業人員、學者以及對健康信息學感興趣的本科和研究生提供一個簡要概述,包括信息學的歷史和實踐領域、健康信息學法律、健康信息學的挑戰和技術、在各個領域中應用信息學等。最後,討論了健康信息學的研究方向以及一些案例研究。

作者簡介

H. L. Gururaj is currently working as Associate Professor, Department of Information Technology, Manipal Institute of Technology, Bengaluru, India. He holds a PhD degree in Computer Science and Engineering from Visvesvaraya Technological University, Belagavi, India. He is a professional member of ACM and works as ACM Distinguished Speaker. He is the founder of Wireless Internetworking Group (WiNG). He is a senior member of IEEE and lifetime member of ISTE and CSI. He has received a young scientist award from the Government of India. He has eight years of teaching experience at both the undergraduate and postgraduate level. His research interests include block chain technology, cyber security, wireless sensor network, ad- hoc networks, IOT, data mining, cloud computing and machine learning. He has guided 30 undergraduate students and 10 postgraduate students. He is an Editorial Board member of the International Journal of Block Chains and Cryptocurrencies (IJBC) and editor of EAI publishers. He has published more than 75 research papers including two ESCI publications in various international journals such in Science Citation Index, IEEE Access, Springer Book Chapter, Scopus, and UGC refereed journals. He has presented 20 papers at various international conferences. He has authored one book on network simulators. He worked as a reviewer for various journals and conferences.

A. D. Radhika has completed her M. Tech in Computer Science and Engineering from Visvesvaraya Technological University. She was working as Assistant Professor in the Department of Computer Science and Engineering at Vidyavardhaka College of Engineering Mysore, Karnataka. She is pursuing her PhD from Visvesvaraya Technological University. She has published nine research papers in various reputed international journals and conferences. Her areas of interest include artificial intelligence, data science, machine learning, and image processing.

C. D. Divya has completed M. Tech her in Computer Science and Engineering from Visvesvaraya Technological University. She is currently working as Assistant Professor in the Department of Computer Science and Engineering at Vidyavardhaka College of Engineering, Mysore, Karnataka. She is pursuing her PhD from Visvesvaraya Technological University. She has published 15 research papers in various reputed international journals and conferences. Her areas of interest include artificial intelligence, data science, machine learning, and image processing. She worked as reviewer for various journals and conferences.

V. Ravi Kumar is currently working as Dean in the Faculty of Computer Sciences, Vidyavardhaka College of Engineering, Mysuru, India. He received his PhD in Computer Science and Engineering from Visvesvaraya Technological University, Belagavi, India. He is a professional member of ACM and lifetime member of ISTE, IETE, and CSI. He has 16 years of teaching experience at both the undergraduate and postgraduate level. His research interests include block chain technology, data mining and machine learning. He has guided 50 undergraduate students and 18 postgraduate students. He is an Editorial Board member of the International Journal of Block Chains and Cryptocurrencies (IJBC). He has published more than 52 research papers including two ESCI publications in various international journals such in Science Citation Index, IEEE Access, Springer Book Chapter, Scopus, and UGC refereed journals. He has presented 20 papers at various international conferences. He worked as reviewer for various journals and conferences.

Yu- Chen Hu received his PhD in computer science and information engineering from the Department of Computer Science and Information Engineering, National Chung Cheng University, Chiayi, Taiwan in 1999. Currently, Dr. Hu is a professor in the Department of Computer Science and Information Management, Providence University, Sha- Lu, Taiwan. His research interests include image and signal processing, data compression, information hiding, information security, computer network, and machine learning.

作者簡介(中文翻譯)

H. L. Gururaj目前在印度班加羅爾的Manipal技術學院資訊技術系擔任副教授。他擁有印度貝拉加維Visvesvaraya技術大學的計算機科學和工程博士學位。他是ACM的專業會員,並擔任ACM傑出演講者。他是Wireless Internetworking Group (WiNG)的創始人。他是IEEE的高級會員,並且是ISTE和CSI的終身會員。他曾獲得印度政府的青年科學家獎。他在本科和研究生課程中擁有八年的教學經驗。他的研究興趣包括區塊鏈技術、網絡安全、無線傳感器網絡、自組網、物聯網、數據挖掘、雲計算和機器學習。他指導過30名本科生和10名研究生。他是國際區塊鏈和加密貨幣國際期刊(IJBC)的編輯委員會成員,也是EAI出版社的編輯。他發表了超過75篇研究論文,包括在Science Citation Index、IEEE Access、Springer Book Chapter、Scopus和UGC審查期刊等各種國際期刊上發表的兩篇ESCI論文。他在各種國際會議上發表了20篇論文。他還撰寫了一本關於網絡模擬器的書籍。他曾擔任多個期刊和會議的審稿人。

A. D. Radhika在印度卡納塔克邦的Vidyavardhaka工程學院計算機科學和工程系完成了她的碩士學位。她曾在卡納塔克邦Mysore的Vidyavardhaka工程學院計算機科學和工程系擔任助理教授。她正在Visvesvaraya技術大學攻讀博士學位。她在各種知名國際期刊和會議上發表了九篇研究論文。她的研究領域包括人工智能、數據科學、機器學習和圖像處理。

C. D. Divya在印度卡納塔克邦的Vidyavardhaka工程學院計算機科學和工程系完成了她的碩士學位。她目前在卡納塔克邦Mysore的Vidyavardhaka工程學院計算機科學和工程系擔任助理教授。她正在Visvesvaraya技術大學攻讀博士學位。她在各種知名國際期刊和會議上發表了15篇研究論文。她的研究領域包括人工智能、數據科學、機器學習和圖像處理。她曾擔任多個期刊和會議的審稿人。

V. Ravi Kumar目前在印度Mysuru的Vidyavardhaka工程學院計算機科學學院擔任院長。他在印度貝拉加維Visvesvaraya技術大學獲得計算機科學和工程博士學位。他是ACM的專業會員,並且是ISTE、IETE和CSI的終身會員。他在本科和研究生課程中擁有16年的教學經驗。他的研究興趣包括區塊鏈技術、數據挖掘和機器學習。他指導過50名本科生和18名研究生。他是國際區塊鏈和加密貨幣國際期刊(IJBC)的編輯委員會成員。他發表了超過52篇研究論文,包括在Science Citation Index、IEEE Access、Springer Book Chapter、Scopus和UGC審查期刊等各種國際期刊上發表的兩篇ESCI論文。他在各種國際會議上發表了20篇論文。他曾擔任多個期刊和會議的審稿人。

Yu-Chen Hu於1999年從台灣嘉義的國立中正大學資訊工程學系獲得計算機科學和資訊工程博士學位。目前,胡玉珍博士是台灣沙鹿的靜宜大學資訊管理學系的教授。他的研究興趣包括