Explainable AI in Health Informatics

Aluvalu, Rajanikanth, Mehta, Mayuri, Siarry, Patrick

  • 出版商: Springer
  • 出版日期: 2024-07-08
  • 售價: $7,010
  • 貴賓價: 9.5$6,660
  • 語言: 英文
  • 頁數: 276
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9819737044
  • ISBN-13: 9789819737048
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

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作者簡介

Rajanikanth Aluvalu is Senior Member-IEEE, Professor and Head, Department of IT at Chaitanya Bharathi Institute of Technology in Hyderabad, Telangana, India. With over 21 years of teaching experience, he has specialization in high-performance computing and holds a PhD. Dr. Aluvalu is an editorial board member for the IJDMMM journal published by Inder science and served as the academic editor for PeerJ Computer Science journal. He is also a reviewer for several Scopus indexed and SCI indexed journals. He has published more than 90 research articles in various peer-reviewed journals and conferences, and edited several books published by Springer, DE Gruyters, Wiley, IGI-Global and Apple Academic Press. Dr. Aluvalu is a life member of ISTE and a member of ACM and MIR Labs. He has organized various international conferences and delivered keynote addresses in his field.

Mayuri Mehta is a professor in the Department of Computer Engineering of Sarvajanik College of Engineering and Technology, Surat, Gujarat, India. Her areas of interest include data science, artificial intelligence, medical image analysis, health informatics, computer vision and computer algorithms. With 23 years of professional experience, she has achieved several academic and research milestones and demonstrated excellent administrative and organizational capabilities. She holds 18 patents, including 14 in the healthcare domain to her credit. Additionally, she has co-edited 5 books, authored 45 research papers, and 4 book chapters. She is a Senior Member of IEEE and also a member of professional bodies such as ISTE and CSI.

Patrick Siarry was born in France in 1952. He received the PhD degree from the University Paris 6, in 1986 and the Doctorate of Sciences (Habilitation) from the University Paris 11, in 1994. Dr. Siarry was initially involved in the development of analog and digital models of nuclear power plants at Electricité de France (EDF). Since 1995 he has been a professor in automatics and informatics. His main research interests include computer-aided design of electronic circuits and the applications of new stochastic global optimization heuristics to various engineering fields. He is also interested in the fitting of process models to experimental data, the learning of fuzzy rule bases, and of neural networks.

作者簡介(中文翻譯)

Rajanikanth Aluvalu是印度泰倫加納邦海得拉巴市Chaitanya Bharathi Institute of Technology的資訊技術系教授和系主任,同時也是IEEE的高級會員。他擁有超過21年的教學經驗,專攻高性能計算並擁有博士學位。Aluvalu博士是Inder Science出版的IJDMMM期刊的編輯委員會成員,並曾擔任PeerJ Computer Science期刊的學術編輯。他還是多個Scopus索引和SCI索引期刊的審稿人。他在各種同行評審的期刊和會議上發表了90多篇研究論文,並編輯了Springer、DE Gruyters、Wiley、IGI-Global和Apple Academic Press出版的多本書籍。Aluvalu博士是ISTE的終身會員,也是ACM和MIR Labs的成員。他組織過多個國際會議並在其領域發表了主題演講。

Mayuri Mehta是印度古吉拉特邦蘇拉特市Sarvajanik College of Engineering and Technology的計算機工程系教授。她的研究領域包括數據科學、人工智能、醫學影像分析、健康信息學、計算機視覺和計算機算法。擁有23年的專業經驗,她取得了多個學術和研究里程碑,並展示了出色的行政和組織能力。她擁有18項專利,其中包括14項在醫療領域的專利。此外,她還共同編輯了5本書籍,撰寫了45篇研究論文和4個書籍章節。她是IEEE的高級會員,也是ISTE和CSI等專業組織的成員。

Patrick Siarry於1952年出生於法國。他於1986年獲得巴黎第六大學的博士學位,並於1994年獲得巴黎第十一大學的科學博士學位(Habilitation)。Siarry博士最初在法國電力公司(EDF)參與核電廠的模擬和數位模型開發工作。自1995年以來,他一直擔任自動控制和資訊學的教授。他的主要研究興趣包括電子電路的計算機輔助設計以及新的隨機全局優化啟發式方法在各種工程領域的應用。他還對過程模型與實驗數據的擬合、模糊規則庫和神經網絡的學習感興趣。

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