Bioinformatics Tools and Big Data Analytics for Patient Care
Malviya, Rishabha, Sharma, Pramod Kumar, Sundram, Sonali
- 出版商: CRC
- 出版日期: 2022-08-31
- 售價: $4,810
- 貴賓價: 9.5 折 $4,570
- 語言: 英文
- 頁數: 222
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 103212931X
- ISBN-13: 9781032129310
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相關分類:
大數據 Big-data、生物資訊 Bioinformatics、Data Science
海外代購書籍(需單獨結帳)
相關主題
商品描述
Nowadays, raw biological data can be easily stored as databases in computers but extracting the required information is the real challenge for researchers. For this reason, bioinformatics tools perform a vital role in extracting and analyzing information from databases. Bioinformatics Tools and Big Data Analytics for Patient describes the applications of bioinformatics, data management, and computational techniques in clinical studies and drug discovery for patient care. The book gives details about the recent developments in the fields of artificial intelligence, cloud computing, and data analytics. It highlights the advances in computational techniques used to perform intelligent medical tasks.
Features:
- Presents recent developments in the fields of artificial intelligence, cloud computing, and data analytics for improved patient care.
- Describes the applications of bioinformatics, data management, and computational techniques in clinical studies and drug discovery.
- Summarizes several strategies, analyses, and optimization methods for patient healthcare.
- Focuses on drug discovery and development by cloud computing and data-driven research
The targeted audience comprises academics, research scholars, healthcare professionals, hospital managers, pharmaceutical chemists, the biomedical industry, software engineers, and IT professionals.
商品描述(中文翻譯)
現今，原始生物資料可以輕易地以資料庫的形式儲存在電腦中，但從中提取所需資訊卻是研究人員面臨的真正挑戰。因此，生物信息學工具在從資料庫中提取和分析資訊方面扮演著重要角色。《生物信息學工具和大數據分析在患者護理中的應用》描述了生物信息學、數據管理和計算技術在臨床研究和藥物發現中對患者護理的應用。該書詳細介紹了人工智能、雲計算和數據分析領域的最新發展，並突出了用於執行智能醫療任務的計算技術的進步。
特點：
- 提出了人工智能、雲計算和數據分析在改善患者護理方面的最新發展。
- 描述了生物信息學、數據管理和計算技術在臨床研究和藥物發現中的應用。
- 總結了幾種策略、分析和優化方法，用於患者護理。
- 重點關注通過雲計算和數據驅動的研究在藥物發現和開發方面。
目標讀者包括學者、研究學者、醫療保健專業人員、醫院經理、藥物化學家、生物醫學行業、軟體工程師和IT專業人員。
作者簡介
Dr. Rishabha Malviya completed B. Pharmacy from Uttar Pradesh Technical University and M. Pharmacy (Pharmaceutics) from Gautam Buddha Technical University, Lucknow Uttar Pradesh. His PhD (Pharmacy) work was in the area of Novel formulation development techniques. He has 11 years of research experience and presently working as Associate Professor in the Department of Pharmacy, School of Medical and Allied Sciences, Galgotias University since past 8 years. His area of interest includes formulation optimization, nanoformulation, targeted drug delivery, localized drug delivery and characterization of natural polymers as pharmaceutical excipients. He has authored more than 150 research/review papers for national/international journals of repute. He is editorial board member/reviewer of more than 40 journals. More than 10 patent grants from different countries are in his credit while 40 patents are published/under evaluation.
Dr. Pramod Kumar Sharma has done his M. Pharm and PhD from Jadavpur University, Kolkata, India. He has around 27 years of teaching, Research and administrative experience. He has guided more than 50 M. Pharm and 10 PhD students. Currently he is working as a Dean School of Medical and Allied Sciences, Galgotias University, Greater Noida, India. He has more than 150 National and International publications in prestigious journals. He has 8 patents in his credit. He has authored 8 books and 6 book chapters.
Sonali Sundram completed B. Pharm & M. Pharm (pharmacology) from AKTU, Lucknow. She has worked as research scientist in project of ICMR in King George's Medical University, Lucknow after that she has joined BBDNIIT and currently she is working in Galgotias university, Greater Noida. Her PhD (Pharmacy) work was in the area of Neurodegeneration and Nanoformulation. Her area of interest is neurodegeneration, clinical research, artificial intelligence. She has attended as well organized more than 15 national and international seminar/conferences/workshop. She has more than 8 patents in her credit.
Dr Rajesh Kumar Dhanaraj is an Associate Professor in the School of Computing Science and Engineering at Galgotias University, Greater Noida, India. He holds a PhD degree in Information and Communication Engineering from the Anna University Chennai, India. He has contributed 20+ books on various technologies and 35+ articles and papers in various refereed journals and international conferences and contributed chapters to the books. His research interests include Machine Learning, Cyber-Physical Systems and Wireless Sensor Networks. He is an Expert Advisory Panel Member of Texas Instruments Inc USA.
Prof. Balamurugan Balusamy has served up to the position of Associate Professor in his stint of 14 years of experience with VIT University, Vellore. He had completed his Bachelors, Masters and PhD Degrees from Top premier institutions from India. His passion is teaching and adapts different design thinking principles while delivering his lectures. He has published 30+ books on various technologies and visited 15 plus countries for his technical course. He has several top-notch conferences in his resume and has published over 150 of quality journal, conference and book chapters combined. He serves in the advisory committee for several startups and forums and does consultancy work for industry on Industrial IOT. He has given over 175 talks in various events and symposium. He is currently working as a professor at Galgotias University and teaches students, does research on Blockchain and IOT.
作者簡介(中文翻譯)
Dr. Rishabha Malviya畢業於Uttar Pradesh Technical University的B. Pharmacy，並在Gautam Buddha Technical University的M. Pharmacy（藥劑學）獲得學位。他的博士（藥學）研究領域是新型配方開發技術。他擁有11年的研究經驗，目前在Galgotias大學醫學與聯合科學學院藥學系擔任副教授，已有8年的工作經驗。他的研究興趣包括配方優化、納米配方、靶向藥物傳遞、局部藥物傳遞以及天然高分子作為藥用輔料的特性研究。他已經為國內外知名期刊撰寫了150多篇研究/綜述論文。他是40多個期刊的編輯委員會成員/審稿人。他已獲得來自不同國家的10多項專利授權，並發表/正在評估的專利有40項。
Dr. Pramod Kumar Sharma在印度加爾各答的Jadavpur大學獲得了藥劑學碩士和博士學位。他擁有約27年的教學、研究和行政經驗。他指導了50多名藥劑學碩士和10名博士生。目前，他在印度加爾各答的Galgotias大學擔任醫學與聯合科學學院院長。他在國內外知名期刊上發表了150多篇論文。他有8項專利。他撰寫了8本書和6個章節。
Sonali Sundram在AKTU, Lucknow完成了B. Pharm和M. Pharm（藥理學）學位。她曾在Lucknow的King George's Medical University的ICMR項目中擔任研究科學家，之後加入了BBDNIIT，目前在印度加爾各答的Galgotias大學工作。她的博士（藥學）研究領域是神經退化和納米配方。她的研究興趣包括神經退化、臨床研究和人工智能。她參加並組織了15多個國內外研討會/會議/研討會。她有8項專利。
Dr. Rajesh Kumar Dhanaraj是印度加爾各答的Galgotias大學計算機科學與工程學院的副教授。他在印度安娜大學的信息和通信工程領域獲得了博士學位。他在各種技術領域撰寫了20多本書和35多篇文章和論文，並為書籍撰寫了章節。他的研究興趣包括機器學習、物聯網和無線傳感器網絡。他是德州儀器公司的專家諮詢委員會成員。
Balamurugan Balusamy教授在VIT大學費洛爾的14年經驗中擔任副教授職位。他在印度的頂尖學府獲得了學士、碩士和博士學位。他熱愛教學，並在講課時運用不同的設計思維原則。他在各種技術領域出版了30多本書，並參觀了15多個國家進行技術課程。他的履歷中有幾個頂尖會議，並發表了150多篇優質期刊、會議和書籍章節。他是幾家初創企業和論壇的諮詢委員會成員，並為工業物聯網提供咨詢服務。他在各種活動和研討會上發表了175多次演講。他目前在Galgotias大學擔任教授，教授學生並從事區塊鏈和物聯網的研究。
