Big Data and Artificial Intelligence for Healthcare Applications
暫譯: 醫療應用的大數據與人工智慧
Saxena, Ankur, Brault, Nicolas, Rashid, Shazia
- 出版商: CRC
- 出版日期: 2021-06-15
- 售價: $6,190
- 貴賓價: 9.5 折 $5,881
- 語言: 英文
- 頁數: 274
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 036755495X
- ISBN-13: 9780367554958
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相關分類:
人工智慧、大數據 Big-data
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book covers a wide range of topics on the role of Artificial Intelligence, Machine Learning, and Big Data for healthcare applications and deals with the ethical issues and concerns associated with it. This book explores the applications in different areas of healthcare and highlights the current research.
Big Data and Artificial Intelligence for Healthcare Applications covers healthcare big data analytics, mobile health and personalized medicine, clinical trial data management and presents how Artificial Intelligence can be used for early disease diagnosis prediction and prognosis. It also offers some case studies that describes the application of Artificial Intelligence and Machine Learning in healthcare.
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)
這本書涵蓋了人工智慧、機器學習和大數據在醫療應用中的角色的廣泛主題,並探討了與之相關的倫理問題和關注點。本書探索了醫療領域的不同應用,並突顯了當前的研究。
《大數據與人工智慧在醫療應用中的應用》涵蓋了醫療大數據分析、行動健康和個人化醫療、臨床試驗數據管理,並展示了人工智慧如何用於早期疾病診斷預測和預後。它還提供了一些案例研究,描述了人工智慧和機器學習在醫療中的應用。
研究人員、醫療專業人員、數據科學家、系統工程師、學生、程式設計師、臨床醫生和政策制定者都會對這本書感興趣。
作者簡介
Ankur Saxena is currently working as Assistant Professor in Amity University Uttar Pradesh (AUUP), Noida. He has 14 years of wide teaching experience at graduation and post-graduation level and 3 years of industrial experience in the field of Software Development. He has published 10 books with international reputed publication. He has published 40 research papers in reputed national and international journals. He is editorial board member and reviewer for a number of journals. His research interests are Cloud Computing, Big Data, Artificial Intelligence, Machine Learning evolutionary algorithms, software framework, design & analysis of algorithms, Biometric identification.
Nicolas Brault, Associate Professor in History and Philosophy of Science, Institute Polytechnique UniLaSalle, France. He is Research Associate at SPHERE Research Unit, and Part time lecturer for Data science and Biotechnology in Society at various Schools in Paris Metropolitan. He obtained his PhD in Epistemology from SPHERE Research Unit, University Paris.
Shazia Rashid is working as Assistant Professor in Amity Institute of Biotechnology (AIB) and Adjunct faculty at Amity Institute of Molecular Medicine and Stem Cells (AIMMSCR), Amity University Uttar Pradesh, Noida, India. Dr. Rashid has 10 years teaching and research experience in the area of Cancer biology and Drug Discovery. She received her Ph.D. degree in Biomedical Sciences from University of Ulster, United Kingdom after which she worked as a post-doctoral fellow at University of Ulster and later at University of Oxford, U.K. She later joined Amity University Uttar Pradesh, Noida, India and has since been involved in teaching undergraduate, post-graduate and Ph.D. students and carrying out research in the areas of women associated cancers, specially HPV infection and cervical cancer. She has published a number of research papers and book chapters in reputed international and national journals. She is strong advocate of women's health and involved in various outreach activities involved in spreading awareness about HPV infection in women.
作者簡介(中文翻譯)
Ankur Saxena 目前在印度諾伊達的阿米提大學(Amity University Uttar Pradesh, AUUP)擔任助理教授。他擁有14年的本科及研究生教學經驗,以及3年的軟體開發領域的產業經驗。他已出版10本國際知名出版社的書籍,並在多本國內外知名期刊上發表了40篇研究論文。他是多本期刊的編輯委員會成員及審稿人。他的研究興趣包括雲端運算(Cloud Computing)、大數據(Big Data)、人工智慧(Artificial Intelligence)、機器學習(Machine Learning)進化演算法、軟體框架、演算法的設計與分析,以及生物識別(Biometric identification)。
Nicolas Brault 是法國UniLaSalle理工學院的科學史與哲學副教授。他是SPHERE研究單位的研究助理,並在巴黎大都會的多所學校擔任數據科學與生物技術在社會中的兼職講師。他在巴黎大學的SPHERE研究單位獲得了 epistemology(認識論)博士學位。
Shazia Rashid 在阿米提生物技術學院(Amity Institute of Biotechnology, AIB)擔任助理教授,並在阿米提分子醫學與幹細胞研究所(Amity Institute of Molecular Medicine and Stem Cells, AIMMSCR)擔任兼職教職。Rashid博士在癌症生物學和藥物發現領域擁有10年的教學和研究經驗。她在英國阿爾斯特大學(University of Ulster)獲得生物醫學科學博士學位,之後在阿爾斯特大學和英國牛津大學(University of Oxford)擔任博士後研究員。她隨後加入阿米提大學(Amity University Uttar Pradesh, Noida, India),並一直參與本科生、研究生及博士生的教學,並在女性相關癌症,特別是HPV感染和子宮頸癌的研究領域進行研究。她在國際和國內知名期刊上發表了多篇研究論文和書籍章節。她是女性健康的堅定倡導者,並參與各種外展活動,致力於提高女性對HPV感染的認識。