Data Science for Effective Healthcare Systems

Singh, Hari, Bhatt, Ravindara, Thakral, Prateek

Data Science for Effective Healthcare Systems
  • 出版商: CRC
  • 出版日期: 2022-07-29
  • 售價: $4,760
  • 貴賓價: 9.5 折 $4,522
  • 語言: 英文
  • 頁數: 214
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032105682
  • ISBN-13: 9781032105680
  • 相關分類: Data Science

    • 下單後立即進貨 (約2~4週)

相關主題

商品描述

Data Science for Effective Healthcare Systems has a prime focus on the importance of data science in the healthcare domain. Various applications of data science in the health care domain have been studied to find possible solutions. In this period of COVID-19 pandemic data science and allied areas plays a vital role to deal with various aspect of health care. Image processing, detection & prevention from COVID-19 virus, drug discovery, early prediction, and prevention of diseases are some thrust areas where data science has proven to be indispensable.

Key Features:

The book offers comprehensive coverage of the most essential topics, including:

  • Big Data Analytics, Applications & Challenges in Healthcare
  • Descriptive, Predictive and Prescriptive Analytics in Healthcare
  • Artificial Intelligence, Machine Learning, Deep Learning and IoT in Healthcare
  • Data Science in Covid-19, Diabetes, Coronary Heart Diseases, Breast Cancer, Brain Tumor

The aim of this book is also to provide the future scope of these technologies in the health care domain. Last but not the least, this book will surely benefit research scholar, persons associated with healthcare, faculty, research organizations, and students to get insights into these emerging technologies in the healthcare domain.

商品描述(中文翻譯)

《有效醫療保健系統的資料科學》專注於資料科學在醫療領域的重要性。研究了資料科學在醫療領域的各種應用，以尋找可能的解決方案。在COVID-19大流行期間，資料科學和相關領域在應對醫療保健的各個方面扮演著至關重要的角色。圖像處理、COVID-19病毒的檢測和預防、藥物發現、疾病的早期預測和預防等都是資料科學被證明不可或缺的重要領域。

主要特點：
- 本書全面介紹了最重要的主題，包括：
- 醫療保健中的大數據分析、應用和挑戰
- 醫療保健中的描述性、預測性和指導性分析
- 醫療保健中的人工智能、機器學習、深度學習和物聯網
- COVID-19、糖尿病、冠心病、乳腺癌、腦腫瘤中的資料科學應用

本書的目標也是提供這些技術在醫療領域的未來發展前景。最後但同樣重要的是，本書將對研究學者、與醫療保健相關的人士、教職員工、研究機構和學生們深入了解醫療領域中這些新興技術提供寶貴的見解。

作者簡介

Dr Hari Singh has been an Assistant Professor (Senior Grade) in the Department of Computer Science and Engineering and Information Technology at Jaypee University of Information Technology, Solan, HP, India since 2018. He has a PhD, MTech and B.Engg.(Honors) in Computer Science and Engineering. He earned his PhD degree from Thapar University, Patiala, Punjab, India in 2017. He has more than twenty years of teaching experience that includes significant administrative and research experience. His areas of interest are Databases, Data Science, Big Data Analytics, Distributed and Parallel Computing, Grid Computing, Cloud Computing, and Machine Learning. He has many awards, honors, and recognitions to his credit. He delivered several invited/expert talks on recent research topics at renowned institutes and universities. He has published several research papers in SCI/Scopus, peer-reviewed International Journals and book chapters. He has also presented and published many research papers in National/International Conferences. Dr Singh has also worked as an editor of proceedings of various International/National Conferences. He has attended/participated in several workshops at reputed Institutes/Universities/Organizations. He has organized several Conference/Seminar/Workshops. He has supervised Post Graduate Thesis/Dissertations and handled an AICTE sponsored research project under the RPS scheme and one consultancy project. He has been a member of professional societies, such as CSI, ISTE, IEEE, and has been a member/reviewer of several Scopus-Indexed journals.

Dr Ravindara Bhatt is an Associate Professor in the Department of Computer Science and Engineering and Information Technology at Jaypee University of Information Technology, Waknaghat, India. Ravindara joined the Department of Computer Science and Engineering and Information Technology, Jaypee University of Information Technology, in 2006. Ravindara earned his PhD degree from Indian Institute of Technology, Kharagpur. Dr Ravindara has over 20 years of extensive experience in Academics and Industry. His areas of interest are Data Science, Big Data, Machine Learning, and Wireless Sensor Networks. He has published several research papers in SCI/Scopus, peer-reviewed International Journals. He has also presented and published many research papers in National/International Conferences and is a reviewer for various renowned international journals.

Mr Prateek Thakral is currently an Assistant Professor in the Department of Computer Science and Engineering, Jaypee University of Information Technology, Waknaghat Solan. He has earned a B.Tech in Information Technology and an M.Tech in Computer Engineering from Kurukshetra University, Kurukshetra in 2010 and 2013, respectively. Before joining JUIT, he was an Assistant Professor (on contract) at the National Institute of Technology Kurukshetra for four years. He has 8 years of teaching experience in total. He has published about 10 research papers as various reputed book chapters, journals and international conferences. He is currently serving as a member of the Computer Society of India (CSI).

Dr Dinesh Chander Verma holds a PhD(CSE), MTech(IT), MCA and MPhilin in Computer Science. He has more than 17 years of teaching experience that includes significant administrative, research, and industrial exposure. He has delivered many expert talks, chaired sessions, and reviewed a good number of research articles. His areas of interest include Machine Learning, MANET, IoT, and Data Science. He is a Life Member of the Indian Society for Information Theory and Applications (ISITA). He has published several research articles, book chapters in Scopus/UGC Care/ESCI indexed journals. He has authored two books for UG courses and published one patent too. He has conducted several conferences/ seminars/ FDPs on recent emerging technologies and has mentored many industrial live projects on emerging technologies.

作者簡介(中文翻譯)

Dr Hari Singh自2018年起擔任印度喜馬偕爾邦索蘭市Jaypee資訊科技大學計算機科學與工程及資訊技術系的助理教授（高級級別）。他擁有計算機科學與工程的博士、碩士和工學學士學位。他於2017年在印度旁遮普邦的Thapar大學獲得博士學位。他擁有超過二十年的教學經驗，包括重要的行政和研究經驗。他的研究興趣包括數據庫、數據科學、大數據分析、分散和並行計算、網格計算、雲計算和機器學習。他擁有多項獎項、榮譽和認可。他在知名學院和大學發表了多次邀請/專家演講，並在SCI/Scopus、同行評審的國際期刊和專書章節上發表了多篇研究論文。他還在國內/國際會議上發表和發表了許多研究論文。Singh博士還擔任過多個國際/國內會議的編輯。他曾參加/參與過多個知名學院/大學/組織的研討會。他組織過多個會議/研討會/研討會。他指導過碩士論文/論文，並在RPS計劃下負責一個AICTE贊助的研究項目和一個顧問項目。他是專業協會的成員，如CSI、ISTE、IEEE，並且是多個Scopus-Indexed期刊的成員/評審人。

Dr Ravindara Bhatt是印度Waknaghat市Jaypee資訊科技大學計算機科學與工程及資訊技術系的副教授。Ravindara於2006年加入Jaypee資訊科技大學計算機科學與工程及資訊技術系。Ravindara在印度理工學院卡拉格普爾分校獲得博士學位。Ravindara在學術和工業界擁有超過20年的廣泛經驗。他的研究興趣包括數據科學、大數據、機器學習和無線傳感器網絡。他在SCI/Scopus、同行評審的國際期刊上發表了多篇研究論文。他還在國內/國際會議上發表和發表了許多研究論文，並擔任多個知名國際期刊的評審人。

Mr Prateek Thakral目前是印度Waknaghat Solan市Jaypee資訊科技大學計算機科學與工程系的助理教授。他於2010年和2013年分別在Kurukshetra大學獲得信息技術和計算機工程的學士和碩士學位。在加入JUIT之前，他在國家技術研究所Kurukshetra擔任助理教授（合同制）四年。他擁有8年的教學經驗。他在各種知名書籍章節、期刊和國際會議上發表了約10篇研究論文。他目前是印度計算機學會（CSI）的成員。

Dr Dinesh Chander Verma擁有計算機科學的博士學位、信息技術的碩士學位、計算機科學的碩士學位和哲學碩士學位。他擁有超過17年的教學經驗，包括重要的行政、研究和工業經驗。他發表過許多專家演講，主持過會議，並審查過大量的研究文章。他的研究興趣包括機器學習、MANET、物聯網和數據科學。他是印度信息理論和應用學會（ISITA）的終身會員。他在Scopus/UGC Care/ESCI索引期刊上發表了多篇研究文章和專書章節。他為本科課程撰寫了兩本書，並發表了一項專利。他舉辦過多個關於新興技術的會議/研討會/教師培訓課程，並指導了許多關於新興技術的工業實際項目。

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