Intelligent Systems in Healthcare and Disease Identification using Data Science
暫譯: 醫療保健與疾病識別中的智能系統與數據科學應用
H. L., Gururaj, A. D., Radhika, C. D., Divya
- 出版商: CRC
- 出版日期: 2023-10-10
- 售價: $4,370
- 貴賓價: 9.5 折 $4,152
- 語言: 英文
- 頁數: 280
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032406631
- ISBN-13: 9781032406633
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相關分類:
Data Science
海外代購書籍(需單獨結帳)
相關主題
商品描述
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。它將社會網絡理論應用於不同層次的預測和分析,為技術發展帶來了新的可能性。本書對使用疾病識別的挑戰和方法進行了描述性總結,並包含來自全球不同作者的多個案例研究。在醫療保健領域,隨著時間的推移,健康資訊學(health informatics)已成為一個新的流行詞。醫療保健專業人員在日常工作中必須處理越來越多的電腦和電腦程序。隨著數位數據的快速增長,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。數據儲存、計算能力和平行處理的改進也促進了這項技術的採用。本書旨在供研究人員、健康資訊學專業人士、學者以及對健康資訊學感興趣的本科生和研究生使用。它旨在提供有關資訊學的簡要概述,包括其歷史和實踐領域、健康資訊學的法律、健康資訊學中的挑戰和技術、資訊學在各個領域的應用等。最後,還討論了健康資訊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目前擔任印度班加羅爾Manipal Institute of Technology資訊科技系的副教授。他擁有印度Belagavi的Visvesvaraya Technological University計算機科學與工程博士學位。他是ACM的專業會員,並擔任ACM傑出演講者。他是無線互聯網組(Wireless Internetworking Group, WiNG)的創始人。他是IEEE的資深會員,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。他在本科和研究生階段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、無線感測器網絡、臨時網絡、物聯網(IoT)、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《國際區塊鏈與加密貨幣期刊》(International Journal of Block Chains and Cryptocurrencies, IJBC)的編輯委員會成員,並擔任EAI出版社的編輯。他在各種國際期刊上發表了超過75篇研究論文,包括兩篇ESCI出版物,涵蓋科學引文索引、IEEE Access、Springer書籍章節、Scopus和UGC審稿期刊。他在各種國際會議上發表了20篇論文。他著有一本關於網絡模擬器的書籍,並擔任多個期刊和會議的審稿人。
A. D. Radhika在Visvesvaraya Technological University完成了計算機科學與工程的碩士學位。她曾在卡納塔克邦的Vidyavardhaka College of Engineering Mysore計算機科學與工程系擔任助理教授。她目前正在Visvesvaraya Technological University攻讀博士學位。她在多個知名國際期刊和會議上發表了九篇研究論文。她的研究興趣包括人工智慧、數據科學、機器學習和影像處理。
C. D. Divya在Visvesvaraya Technological University完成了計算機科學與工程的碩士學位。她目前在卡納塔克邦的Vidyavardhaka College of Engineering計算機科學與工程系擔任助理教授。她正在Visvesvaraya Technological University攻讀博士學位。她在多個知名國際期刊和會議上發表了15篇研究論文。她的研究興趣包括人工智慧、數據科學、機器學習和影像處理。她曾擔任多個期刊和會議的審稿人。
V. Ravi Kumar目前擔任印度Mysuru的Vidyavardhaka College of Engineering計算機科學院院長。他在印度Belagavi的Visvesvaraya Technological University獲得計算機科學與工程博士學位。他是ACM的專業會員,並且是ISTE、IETE和CSI的終身會員。他在本科和研究生階段擁有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《國際區塊鏈與加密貨幣期刊》(International Journal of Block Chains and Cryptocurrencies, IJBC)的編輯委員會成員。他在各種國際期刊上發表了超過52篇研究論文,包括兩篇ESCI出版物,涵蓋科學引文索引、IEEE Access、Springer書籍章節、Scopus和UGC審稿期刊。他在各種國際會議上發表了20篇論文,並擔任多個期刊和會議的審稿人。
胡宇辰於1999年在台灣嘉義的國立中正大學計算機科學與資訊工程系獲得計算機科學與資訊工程博士學位。目前,胡博士是台灣沙鹿的靜宜大學計算機科學與資訊管理系的教授。他的研究興趣包括影像與信號處理、數據壓縮、資訊隱藏、資訊安全、計算機網絡和機器學習。