Artificial Intelligence and Machine Learning in Drug Design and Development

Khanna, Abhirup, El Barachi, May, Jain, Sapna

Artificial Intelligence and Machine Learning in Drug Design and Development
  • 出版商: Wiley
  • 出版日期: 2024-07-18
  • 售價: $7,970
  • 貴賓價: 9.5 折 $7,572
  • 語言: 英文
  • 頁數: 672
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1394234163
  • ISBN-13: 9781394234165
  • 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

Step into the riveting pages of Artificial Intelligence and Machine Learning in Drug Design and Development and unravel the impact of AI and machine learning in the world of medicine. The book instills intricate concepts on the future of medicine, unlocking potential in AI and ML, and breakthroughs in healthcare. AI helps in predicting a much broader chemical pallet for the best molecules for drug testing and delivery. Discover how cutting-edge technologies develop drug discovery processes and impact the pharmaceutical industry, healthcare, and patients' well-being.

 

Whether you are a researcher, scientist, or industry professionals, the book compromises of 19 chapters providing drug design methods and development. Chapters present various AI techniques in drug discovery and challenges encountered in implementing AI in docking algorithms. Discover the future applications of robotics and AI in healthcare. Furthermore, Find out different uses of machine learning algorithms and discussions of challenges, techniques, and discoveries using ML tools and techniques in drug development.

商品描述(中文翻譯)

踏入《人工智慧與機器學習在藥物設計與開發中的應用》的引人入勝的頁面，揭開人工智慧和機器學習在醫學世界中的影響。本書深入探討醫學未來的複雜概念，釋放人工智慧和機器學習的潛力，以及在醫療保健領域的突破。人工智慧有助於預測更廣泛的化學範疇，以尋找最佳的藥物測試和傳遞分子。了解尖端技術如何發展藥物發現過程，並影響製藥產業、醫療保健及患者的福祉。

無論您是研究人員、科學家或業界專業人士，本書包含19章，提供藥物設計方法和開發。各章節介紹了藥物發現中的各種人工智慧技術，以及在實施人工智慧於對接算法時所面臨的挑戰。探索機器人技術和人工智慧在醫療保健中的未來應用。此外，了解機器學習算法的不同用途，以及使用機器學習工具和技術在藥物開發中的挑戰、技術和發現的討論。

作者簡介

Abhirup Khanna is an accomplished professional currently working as an assistant professor at the University of Petroleum and Energy Studies, Dehradun, India. He is an alumnus of The University of Melbourne, Australia. He has authored two books and numerous research publications in the areas of AI, blockchain technology, Internet of Things, and Cloud Computing for international journals and conferences. His research profile demonstrates his commitment to pushing the boundaries of AI and blockchain technology and his potential to drive transformative changes in these fields.

May El Barachi, PhD, is the Director of Computer Science & IT Programs at the University of Wollongong in Dubai, UAE. An Egyptian-Canadian computer scientist, and smart technology expert with degrees in telecom, engineering, computer engineering, and computer science, Dr. El Barachi holds leadership roles in teaching/learning and research. In her current role, she defines the research strategy for the faculty and ensures that the right ecosystem is established for conducting high-impact research.

Sapna Jain, PhD, is an assistant professor at the University of Petroleum and Energy Studies, Dehradun, India. She has earned her PhD in 'Synthesis of novel bioactive compounds' from Delhi University. She has published various research papers in renowned national and international journals, as well as two patents concerning the application of a synergistic combination of synthetic and natural products as an antifungal agent.

Manoj Kumar, PhD, is an associate professor at the University of Wollongong in Dubai, UAE as well as the Research Head for Network and Cyber Security Cluster at the university. He obtained his PhD from The Northcap University, Haryana, India. Dr. Kumar has more than 14 years of research, teaching, and corporate experience, and has published more than 175 research articles in international refereed journals and conferences.

Anand Nayyar, PhD, obtained his doctorate from Desh Bhagat University, Punjab, India in 2017 and is currently an assistant professor at the School of Computer Science, Duy Tan University, Viet Nam. He is also the Vice-Chairman of Research and Director of the IoT and Intelligent Systems Lab at Duy Tan University. He has published more than 180 research articles in international refereed journals, 50 books, and has 100+ patents to his credit. He has more than 12,000 citations on Google Scholar.

作者簡介(中文翻譯)

Abhirup Khanna 是一位成就卓越的專業人士，目前擔任印度德拉敦石油與能源研究大學的助理教授。他是澳大利亞墨爾本大學的校友。他在人工智慧、區塊鏈技術、物聯網和雲端計算等領域為國際期刊和會議撰寫了兩本書和多篇研究出版物。他的研究簡介顯示出他對推動人工智慧和區塊鏈技術邊界的承諾，以及在這些領域推動變革的潛力。

May El Barachi 博士是阿聯酋迪拜伍倫貢大學計算機科學與資訊技術項目的主任。她是一位埃及-加拿大的計算機科學家和智慧科技專家，擁有電信、工程、計算機工程和計算機科學的學位。El Barachi 博士在教學/學習和研究方面擔任領導角色。在她目前的職位中，她為學院定義研究策略，並確保建立適合進行高影響力研究的生態系統。

Sapna Jain 博士是印度德拉敦石油與能源研究大學的助理教授。她在德里大學獲得了「新型生物活性化合物的合成」的博士學位。她在知名的國內外期刊上發表了多篇研究論文，並擁有兩項關於合成和天然產品的協同組合作為抗真菌劑的專利。

Manoj Kumar 博士是阿聯酋迪拜伍倫貢大學的副教授，同時擔任該大學網路與網路安全集群的研究負責人。他在印度哈里亞納邦的北方大學獲得博士學位。Kumar 博士擁有超過14年的研究、教學和企業經驗，並在國際同行評審的期刊和會議上發表了超過175篇研究文章。

Anand Nayyar 博士於2017年在印度旁遮普的德什巴哈特大學獲得博士學位，目前是越南杜伊坦大學計算機科學學院的助理教授。他同時擔任杜伊坦大學研究副主席和物聯網與智能系統實驗室的主任。他在國際同行評審的期刊上發表了超過180篇研究文章，出版了50本書籍，並擁有超過100項專利。他在Google Scholar上的引用次數超過12,000次。

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