Revolutionizing Drug Development: Harnessing AI and Computational Biology
暫譯: 顛覆藥物開發:運用AI與計算生物學

Chen, Jen-Tsung

  • 出版商: Academic Press
  • 出版日期: 2026-01-21
  • 售價: $6,020
  • 貴賓價: 9.5$5,719
  • 語言: 英文
  • 頁數: 354
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443340595
  • ISBN-13: 9780443340598
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

商品描述

Revolutionizing Drug Development: Harnessing AI and Computational Biology presents cutting-edge Artificial Intelligence tools, particularly machine and deep learning models, and generative AI, to assist structure-based drug design, clinical trial design and integrate with drug development programs. This book summarizes technical advancements of artificial intelligence (AI)-based technologies and computational biology approaches, highlighting their applications in developing new drugs through discovery, re-purposing, and designing, for advancing R&D in the pharmaceutical industry and benefiting precision medicine. It presents cutting-edge AI tools, particularly machine and deep learning models, and generative AI, to assist structure-based drug design, and clinical trial design and integrate with drug development programs. The readers of this book can efficiently and precisely overview this burning field which might inspire their future directions of research in drug development and AI-based digital biology. Revolutionizing Drug Development: Harnessing AI and Computational Biology presents knowledge of drug development using edge tools of computational biology and AI models and thus can be an ideal reference for students, teachers, professors, and researchers in biological science particularly, the topics related to bioinformatics, systems biology, and drug development.

商品描述(中文翻譯)

《革命性的藥物開發:利用人工智慧與計算生物學》介紹了尖端的人工智慧工具,特別是機器學習和深度學習模型,以及生成式人工智慧,以協助基於結構的藥物設計、臨床試驗設計並整合藥物開發計畫。本書總結了基於人工智慧(AI)技術和計算生物學方法的技術進展,強調它們在新藥開發中的應用,包括發現、再利用和設計,旨在推進製藥行業的研發並促進精準醫療的發展。本書展示了尖端的AI工具,特別是機器學習和深度學習模型,以及生成式人工智慧,以協助基於結構的藥物設計和臨床試驗設計,並整合藥物開發計畫。本書的讀者可以高效且精確地概覽這一熱門領域,這可能會啟發他們在藥物開發和基於AI的數位生物學研究中的未來方向。《革命性的藥物開發:利用人工智慧與計算生物學》提供了使用計算生物學和AI模型的尖端工具進行藥物開發的知識,因此可以成為生物科學領域學生、教師、教授和研究人員的理想參考,特別是與生物資訊學、系統生物學和藥物開發相關的主題。