Smart Computational Intelligence in Biomedical and Health Informatics
暫譯: 生物醫學與健康資訊中的智慧計算智能

Kumar Manocha, Amit, Singh, Mandeep, Jain, Shruti

  • 出版商: CRC
  • 出版日期: 2021-09-28
  • 售價: $5,550
  • 貴賓價: 9.5$5,273
  • 語言: 英文
  • 頁數: 184
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0367624125
  • ISBN-13: 9780367624125
  • 海外代購書籍(需單獨結帳)

商品描述

Smart Computational Intelligence in Biomedical and Health Informatics presents state-of-the-art innovations; research, design, and implementation of methodological and algorithmic solutions to data processing problems, including analysis of evolving trends in health informatics and computer-aided diagnosis. This book describes practical, applications-led research regarding the use of methods and devices in clinical diagnosis, disease prevention, and patient monitoring and management. It also covers simulation and modeling, measurement and control, analysis, information extraction and monitoring of physiological data in clinical medicine and the biological sciences.

FEATURES

  • Covers evolutionary approaches to solve optimization problems in biomedical engineering
  • Discusses IoT, Cloud computing, and data analytics in healthcare informatics
  • Provides computational intelligence-based solution for diagnosis of diseases
  • Reviews modelling and simulations in designing of biomedical equipment
  • Promotes machine learning-based approaches to improvements in biomedical engineering problems

This book is for researchers, graduate students in healthcare, biomedical engineers, and those interested in health informatics, computational intelligence, and machine learning.

商品描述(中文翻譯)

《生物醫學與健康資訊學中的智慧計算智能》介紹了最先進的創新;研究、設計和實施方法論及演算法解決方案,以解決數據處理問題,包括健康資訊學和電腦輔助診斷中不斷演變的趨勢分析。本書描述了關於在臨床診斷、疾病預防以及病人監測和管理中使用方法和設備的實用應用導向研究。它還涵蓋了模擬和建模、測量和控制、分析、信息提取以及臨床醫學和生物科學中生理數據的監測。

**特色**

- 涵蓋解決生物醫學工程中優化問題的演變方法
- 討論物聯網(IoT)、雲計算和數據分析在健康資訊學中的應用
- 提供基於計算智能的疾病診斷解決方案
- 回顧生物醫學設備設計中的建模和模擬
- 促進基於機器學習的方法以改善生物醫學工程問題

本書適合研究人員、健康照護研究生、生物醫學工程師,以及對健康資訊學、計算智能和機器學習感興趣的人士。

作者簡介

Dr. Amit Kumar Manocha is presently working as an Associate Professor in Electrical Engineering at Maharaja Ranjit Singh Punjab Technical University, Bathinda, India. He is author of more than 50 research papers in refereed journals, International and national Conferences. Dr. Manocha successfully organized five International Conferences in the capacity of Conference Chair, Convener, editor of conference proceedings and more than 25 Workshops & Seminars. He participated in many International Conferences as Advisory Committee, Session Chair, and member of Technical Committee in International conferences. He is member in Editorial Boards for many International Journals. His area of research includes Biomedical Instrumentation, Remote Monitoring and Control Systems. He has guided more than 10 Master dissertations and 5 PhDs are going on. He has been granted/published 03 Patents and Rs. 36 Lacs from Department of Science and Technology, Government of India for research project on Identification of adulterants in Indian spices.

Dr. Shruti Jain is an Associate Professor in the Department of Electronics and Communication Engineering at Jaypee University of Information Technology, Waknaghat, H.P, India and has received her Doctor of Science (D. Sc.) in Electronics and Communication Engineering. She has a teaching experience of around 16 years. She has filed five patents out of which one patent is granted and four are published. She has published more than 15 book chapters, and 100 research papers in reputed indexed journals and in international conferences. She has also published six books. She has completed two government-sponsored projects. She has guided 06 Ph.D. students and now has 02 registered students. She has also guided 11 M Tech scholars and more than 90 B Tech undergrads. Her research interests are Image and Signal Processing, Soft Computing, Bio-inspired Computing and Computer-Aided Design of FPGA and VLSI circuits. She is a senior member of IEEE, life member and Editor in Chief of Biomedical Engineering Society of India and a member of IAENG. She is a member of the Editorial Board of many reputed journals. She is also a reviewer of many journals and a member of TPC of different conferences. She was awarded by Nation Builder Award in 2018-19.

Dr. Mandeep Singh is currently Professor and Former Head in the Electrical and Instrumentation Engineering Department, Thapar Institute of Engineering & Technology, Patiala. Dr Singh obtained his Ph.D. in Tele-Cardiology, Master of Engineering in Computer Science and Bachelor of Engineering in Electronics (Instrumentation & Control). Dr Singh is a BEE Certified Energy Auditor and an Empaneled Consultant for PAT Scheme. Dr Singh has more than twenty years of teaching experience. His current area of research interest includes Biomedical Instrumentation, Energy Conservation, Alternative Medicine and Cognition Engineering. In addition to his regular responsibilities, he has served Thapar Institute of Engineering & Technology as Faculty Advisor (Electrical) for more than eight years. Dr Singh is currently handling two research projects with DIPAS-DRDO related to fatigue detection and wireless monitoring of ambulatory subjects.

Dr. Vishal Jain is presently working as an Associate Professor at the Department of Computer Science and Engineering, School of Engineering and Technology, Sharda University, Greater Noida, U. P., India. Before that, he worked for several years as an Associate Professor at Bharati Vidyapeeth's Institute of Computer Applications and Management (BVICAM), New Delhi. He has more than 14 years of experience in the academics. He has earned several degrees: PhD (CSE), MTech (CSE), MBA (HR), MCA, MCP, and CCNA. He has more than 370 research citations with Google Scholar (h-index score 9 and i-10 index 9) and has authored more than 70 research papers in professional journals and conferences. He has authored and edited more than 10 books with various reputed publishers, including Springer, Apple Academic Press, CRC, Taylor and Francis Group, Scrivener, Wiley, Emerald, and IGI-Global. His research areas include information retrieval, semantic web, ontology engineering, data mining, ad hoc networks, and sensor networks. He received a Young Active Member Award for the year 2012-13 from the Computer Society of India, and Best Faculty Award for the year 2017 and Best Researcher Award for the year 2019 from BVICAM, New Delhi.

作者簡介(中文翻譯)

阿米特·庫馬·馬諾查博士目前擔任印度巴廷達的馬哈拉賈·蘭吉特·辛格旁遮普技術大學電機工程副教授。他在同行評審的期刊、國際及國內會議上發表了超過50篇研究論文。馬諾查博士成功組織了五場國際會議,擔任會議主席、召集人、會議論文集編輯,並舉辦了超過25場工作坊和研討會。他參加了許多國際會議,擔任顧問委員會成員、會議主席及技術委員會成員。他是多本國際期刊的編輯委員會成員。他的研究領域包括生醫儀器、遠程監控和控制系統。他指導了超過10篇碩士論文,目前有5篇博士論文正在進行中。他已獲得/發表3項專利,並從印度政府科學與技術部獲得36萬盧比的研究項目資助,該項目旨在識別印度香料中的雜質。

舒莉蒂·賈因博士是印度哈里亞納邦瓦克納哈特的傑普大學電子與通信工程系副教授,並獲得電子與通信工程的科學博士學位(D. Sc.)。她擁有約16年的教學經驗。她申請了五項專利,其中一項已獲得批准,四項已發表。她在知名的索引期刊和國際會議上發表了超過15章書籍和100篇研究論文。她還出版了六本書籍。她完成了兩個政府資助的項目。她指導了6名博士生,目前有2名註冊學生。她還指導了11名碩士技術學者和超過90名本科生。她的研究興趣包括影像與信號處理、軟計算、生物啟發計算以及FPGA和VLSI電路的計算機輔助設計。她是IEEE的資深會員,印度生醫工程學會的終身會員及主編,並且是IAENG的成員。她是多本知名期刊的編輯委員會成員,也是多本期刊的審稿人,並擔任不同會議的技術程序委員會成員。她於2018-19年獲得國家建設者獎。

曼迪普·辛格博士目前是印度帕提亞拉的塔帕爾工程與技術學院電氣與儀器工程系的教授及前系主任。辛格博士獲得了心電圖學的博士學位,計算機科學的碩士學位,以及電子學(儀器與控制)的學士學位。辛格博士是BEE認證的能源審核員,並且是PAT計劃的顧問。辛格博士擁有超過20年的教學經驗。他目前的研究興趣包括生醫儀器、能源節約、替代醫學和認知工程。除了常規職責外,他在塔帕爾工程與技術學院擔任電氣系的教學顧問超過八年。辛格博士目前正在處理兩個與DIPAS-DRDO相關的研究項目,涉及疲勞檢測和對流動受試者的無線監控。

維沙爾·賈因博士目前在印度大諾伊達的沙爾達大學工程與技術學院計算機科學與工程系擔任副教授。在此之前,他在新德里的巴哈拉提·維迪亞比特計算機應用與管理學院(BVICAM)擔任副教授多年。他在學術界擁有超過14年的經驗。他獲得了多個學位:計算機科學博士(PhD)、計算機科學碩士(MTech)、人力資源碩士(MBA)、計算機應用碩士(MCA)、微軟認證專業人員(MCP)和思科認證網路助理(CCNA)。他在Google Scholar上擁有超過370次的研究引用(h-index得分9,i-10指數9),並在專業期刊和會議上發表了超過70篇研究論文。他與多家知名出版社(包括Springer、Apple Academic Press、CRC、Taylor and Francis Group、Scrivener、Wiley、Emerald和IGI-Global)共同編著和編輯了超過10本書籍。他的研究領域包括信息檢索、語義網、語義工程、數據挖掘、臨時網絡和傳感器網絡。他於2012-13年獲得印度計算機學會的青年活躍會員獎,並於2017年獲得最佳教師獎,2019年獲得最佳研究者獎,均來自新德里的BVICAM。

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