Data-Driven Analytics for Healthcare: Artificial Intelligence and Machine Learning for Medical Diagnostics
暫譯: 以數據驅動的醫療分析:人工智慧與機器學習在醫療診斷中的應用

Sharma, Meghna, Vashisht, Priyanka, Kumar, A. V. Senthil

  • 出版商: Apple Academic Press
  • 出版日期: 2025-02-10
  • 售價: $6,840
  • 貴賓價: 9.5$6,498
  • 語言: 英文
  • 頁數: 274
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1774917602
  • ISBN-13: 9781774917602
  • 相關分類: 人工智慧Machine Learning
  • 海外代購書籍(需單獨結帳)

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商品描述

Discusses various solutions for the diagnosis of patients with the help of automated processes using artificial intelligence techniques and technology. Highlights the possibilities of artificial intelligence, machine learning, and deep learning techniques and various tools to correctly diagnose various medical problems.

商品描述(中文翻譯)

討論利用人工智慧技術和科技,透過自動化流程來診斷病人的各種解決方案。強調人工智慧、機器學習和深度學習技術的可能性,以及各種工具以正確診斷各種醫療問題。

作者簡介

Meghna Sharma, PhD, is an Associate Professor and Data Science Specialisation Lead in the Department of Computer Science and Engineering at The NorthCap University, Gurugram, India. She has more than 20 years of teaching, research, and administration experience. She earlier worked as a scientist in the Control Systems Group, ISRO Satellite Center, Bangalore. She is a recipient of "Award for Science" conferred by Govt. of Haryana. She has published 35 research papers and three international patents and two national patents in the AI domain.

Priyanka Vashisht, PhD, is an Associate Professor of Computer Science and Engineering at Amity University Haryana, Gurugram, India. She has more than 19 years of teaching, research, and administration experience. She is a faculty sponsor for the ACM Students Chapter. She has published many research papers in journals and conferences as well as book chapters. She has two Indian and two international patents in her name. She has chaired international conferences and is a reviewer for many national and international conferences and journals.

A. V. Senthil Kumar, PhD, has five years of industrial experience and 27 years of teaching experience. He has published book chapters, papers in international and national journals and conferences, and several edited books. He is an Associate Editor of IEEE Access and a key member for the Machine Intelligence Research Lab, India. Professor Kumar is an editorial board member and reviewer for various international journals. He is also a committee member for various international conferences.

Chitra Singh, PhD, is a Professor of Chemistry Education and Environmental Education, National Council of Educational Research and Training, Bhopal, Madhya Pradesh, India, for more than 22 years. Dr. Singh has published more than 40 papers in various journals, completed eight research projects, conducted 25 training programs, and developed 20 curriculum materials.

Abdelmalek Amine, PhD, is a Professor of Computer Science at the University of Saida Dr. Moulay Tahar, Algeria, where he is also Director of the Knowledge Management and Complex Data Laboratory and Vice Rector of External Relations and Cooperation. His research interests include big data, IoT, data mining, text mining, ontology, classification, clustering, neural networks, and biomimetic optimization methods. He has several publications in the field of AI and is on the editorial boards of eminent international journals.

作者簡介(中文翻譯)

**梅格娜·夏瑪(Meghna Sharma)博士**,是印度古爾格拉姆北方大學(The NorthCap University)計算機科學與工程系的副教授及數據科學專業負責人。她擁有超過20年的教學、研究和管理經驗。她曾在印度空間研究組織(ISRO)衛星中心的控制系統組擔任科學家。她是哈里亞納邦政府頒發的「科學獎」的獲得者。她在人工智慧(AI)領域發表了35篇研究論文,並擁有三項國際專利和兩項國內專利。

**普里揚卡·瓦希什特(Priyanka Vashisht)博士**,是印度古爾格拉姆阿米提大學(Amity University Haryana)計算機科學與工程系的副教授。她擁有超過19年的教學、研究和管理經驗。她是ACM學生分會的指導教師。她在期刊和會議上發表了許多研究論文以及書籍章節。她擁有兩項印度專利和兩項國際專利。她曾擔任國際會議的主席,並為許多國內外會議和期刊擔任審稿人。

**A. V. 聖提爾·庫馬爾(A. V. Senthil Kumar)博士**,擁有五年的產業經驗和27年的教學經驗。他發表了書籍章節、國際和國內期刊及會議的論文,以及幾本編輯書籍。他是《IEEE Access》的副編輯,並且是印度機器智能研究實驗室的核心成員。庫馬爾教授是多本國際期刊的編輯委員會成員和審稿人,並且是多個國際會議的委員會成員。

**奇特拉·辛格(Chitra Singh)博士**,是印度博帕爾國家教育研究與訓練委員會(National Council of Educational Research and Training)化學教育與環境教育的教授,擁有超過22年的教學經驗。辛格博士在各種期刊上發表了超過40篇論文,完成了八個研究項目,舉辦了25個培訓計劃,並開發了20份課程材料。

**阿卜杜勒馬利克·阿敏(Abdelmalek Amine)博士**,是阿爾及利亞穆萊·塔哈大學(University of Saida Dr. Moulay Tahar)的計算機科學教授,同時擔任知識管理與複雜數據實驗室的主任及外部關係與合作的副校長。他的研究興趣包括大數據、物聯網(IoT)、數據挖掘、文本挖掘、本體論、分類、聚類、神經網絡和仿生優化方法。他在人工智慧領域有多篇出版物,並且是多本著名國際期刊的編輯委員會成員。