Healthcare Industry 4.0: Computer Vision-Aided Data Analytics
暫譯: 醫療產業 4.0:電腦視覺輔助數據分析

Karthikeyan, P., Katina, Polinpapilinho F., Rajagopal, R.

  • 出版商: CRC
  • 出版日期: 2025-01-30
  • 售價: $2,400
  • 貴賓價: 9.5$2,280
  • 語言: 英文
  • 頁數: 168
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032385170
  • ISBN-13: 9781032385174
  • 相關分類: Data ScienceComputer Vision
  • 無法訂購

相關主題

商品描述

This book covers computer vision-based applications in digital healthcare industry 4.0, including different computer vision techniques, image classification, image segmentations, and object detection. Various application case studies from domains such as science, engineering, and social networking are introduced, along with their architecture and how they leverage various technologies, such as edge computing and cloud computing. It also covers applications of computer vision in tumor detection, cancer detection, combating COVID-19, and patient monitoring.

Features:

  • Provides a state-of-the-art computer vision application in the digital health care industry
  • Reviews advances in computer vision and data science technologies for analyzing information on human function and disability
  • Includes practical implementation of computer vision application using recent tools and software
  • Explores computer vision-enabled medical/clinical data security in the cloud
  • Includes case studies from the leading computer vision integrated vendors like Amazon, Microsoft, IBM, and Google

This book is aimed at researchers and graduate students in bioengineering, intelligent systems, and computer science and engineering.

商品描述(中文翻譯)

本書涵蓋了基於計算機視覺的應用於數位醫療產業4.0,包括不同的計算機視覺技術、圖像分類、圖像分割和物體檢測。介紹了來自科學、工程和社交網絡等領域的各種應用案例研究,以及它們的架構和如何利用邊緣計算和雲計算等各種技術。還涵蓋了計算機視覺在腫瘤檢測、癌症檢測、抗擊COVID-19和病人監測中的應用。

特色:
- 提供數位醫療產業中最先進的計算機視覺應用
- 回顧計算機視覺和數據科學技術在分析人類功能和殘疾信息方面的進展
- 包含使用最新工具和軟體的計算機視覺應用的實際實施
- 探索雲端中計算機視覺啟用的醫療/臨床數據安全
- 包含來自領先的計算機視覺整合供應商如Amazon、Microsoft、IBM和Google的案例研究

本書旨在為生物工程、智能系統以及計算機科學與工程的研究人員和研究生提供參考。

作者簡介

P. Karthikeyan obtained his Bachelor of Engineering (B.E.) in Computer Science and Engineering from Anna University, Chennai, and Tamil Nadu, India, in 2005 and received his Master of Engineering (M.E.) in Computer Science and Engineering from Anna University, Coimbatore, India, in 2009. He completed his Ph.D. degree in ICE from the Anna University, Chennai, in 2018. He is currently completing postdoctoral research at National Chung Cheng University, Taiwan. He is skilled in developing projects and carrying out research in the area of cloud computing and deep learning with programming skills in Java, Python, R and C. He published over 20 articles in international journals with high impact factors and has presented his work at more than 10 international conferences. He has served as a reviewer for prestigious publishers such as Elsevier, Springer, and Inderscience, as well as Scopus indexed journals. Additionally, he currently serves as an editorial board member for several journals, including the EAI Endorsed Transactions on Energy Web, The International Arab Journal of Information Technology and Blue Eyes Intelligence Engineering and Sciences Publication Journal.

Polinpapilinho F. Katina is an Assistant Professor in the Department of Informatics and Engineering Systems at the University of South Carolina Upstate, Spartanburg, South Carolina, USA. He previously served as a Postdoctoral Researcher for the National Centers for System of Systems Engineering in Norfolk, Virginia, USA, and Adjunct Professor in the Department of Engineering Management and Systems Engineering at Old Dominion University, Norfolk, Virginia, USA. Dr. Katina holds a B.Sc. in Engineering Technology with a minor in Engineering Management, a M. Eng. in Systems Engineering, and a Ph.D. in Engineering Management/Systems Engineering, all from Old Dominion University. He has received additional training from, among others, the Environmental Systems Research Institute in Redlands, California, USA, and Politecnico di Milano in Milan, Italy. His areas of research/teaching include, among others, complex system governance, critical infrastructure systems, decision-making and analysis (under uncertainty), emerging technologies, energy systems (smart grids), engineering management, infranomics, manufacturing systems, system of systems, systems engineering, systems pathology, and systems thinking.

R. Rajagopal received his Bachelor of Engineering (B.E.) in Computer Science and Engineering from Anna University, Chennai, and Tamil Nadu, India, in 2005, his Master of Engineering (M.E.) in Computer Science and Engineering from Anna University, Coimbatore, India, in 2009, and his Ph.D. degree in Anna University, Chennai, in 2018. He has served as a reviewer for reputed Scopus indexed journals and Inderscience. He is also an editorial board member of several journals, including the International Journal of Mathematical Science, Engineering, and Sciences Publication. His research work has been published in over 22 international journals, and he has presented at more than 20 international conferences.

作者簡介(中文翻譯)

P. Karthikeyan 於2005年在印度泰米爾納德邦的金奈安娜大學獲得計算機科學與工程的工程學士學位(B.E.),並於2009年在印度科印巴託的安娜大學獲得計算機科學與工程的工程碩士學位(M.E.)。他於2018年在金奈安娜大學完成了ICE的博士學位。他目前在台灣國立中正大學進行博士後研究。他擅長於雲計算和深度學習領域的項目開發和研究,並具備Java、Python、R和C的程式設計技能。他在國際期刊上發表了超過20篇高影響力的文章,並在10多個國際會議上展示了他的研究成果。他曾擔任Elsevier、Springer和Inderscience等知名出版商的審稿人,以及Scopus索引期刊的審稿人。此外,他目前還擔任幾本期刊的編輯委員會成員,包括EAI Endorsed Transactions on Energy WebThe International Arab Journal of Information TechnologyBlue Eyes Intelligence Engineering and Sciences Publication Journal

Polinpapilinho F. Katina 是美國南卡羅來納州斯巴達堡南卡羅來納大學資訊學與工程系的助理教授。他曾擔任美國維吉尼亞州諾福克的系統工程國家中心的博士後研究員,以及美國維吉尼亞州諾福克的老道明大學工程管理與系統工程系的兼任教授。Katina博士擁有工程技術學士學位(輔修工程管理)、系統工程碩士學位(M. Eng.)和工程管理/系統工程博士學位,均來自老道明大學。他曾接受來自美國加州雷德蘭茲的環境系統研究所和意大利米蘭的米蘭理工大學等機構的進一步培訓。他的研究/教學領域包括複雜系統治理、關鍵基礎設施系統、決策與分析(在不確定性下)、新興技術、能源系統(智慧電網)、工程管理、基礎設施經濟學、製造系統、系統的系統、系統工程、系統病理學和系統思維等。

R. Rajagopal 於2005年在印度泰米爾納德邦的金奈安娜大學獲得計算機科學與工程的工程學士學位(B.E.),於2009年在印度科印巴託的安娜大學獲得計算機科學與工程的工程碩士學位(M.E.),並於2018年在金奈安娜大學獲得博士學位。他曾擔任多本知名Scopus索引期刊和Inderscience的審稿人。他也是幾本期刊的編輯委員會成員,包括International Journal of Mathematical ScienceEngineering, and Sciences Publication。他的研究工作已在超過22本國際期刊上發表,並在20多個國際會議上進行了報告。