Artificial Intelligence in Precision Drug Design, Volume 1: Foundations and Core Techniques
暫譯: 精準藥物設計中的人工智慧,第1卷:基礎與核心技術

Raza, Khalid

商品描述

Artificial Intelligence in Precision Drug Design: Advanced Applications showcases how artificial intelligence (AI) is revolutionizing modern drug discovery and development. Building upon the foundational principles established in Volume 1, this book dives into real-world applications where AI accelerates innovation, enhances predictive accuracy, and enables breakthrough therapeutics. Featuring contributions from leading global researchers and practitioners, the book explores machine learning, deep learning, and network-based approaches applied to complex biomedical challenges. Key areas include AI driven drug repurposing, combination therapies, immunotherapy, vaccine design, quantum computing, and the integration of large language models in drug discovery. Additional chapters highlight predictive modeling using electronic health records, AI-powered medical imaging, and explainable AI for structure-based drug design. What sets this volume apart is its emphasis on practical impact, demonstrating how data, computation, and interdisciplinary collaboration converge to advance precision medicine. Designed for scientists, clinicians, educators, and students, it serves as both a comprehensive reference and a source of inspiration for leveraging AI to transform healthcare.

商品描述(中文翻譯)

《精準藥物設計中的人工智慧:進階應用》展示了人工智慧(AI)如何徹底改變現代藥物發現與開發。這本書在第一卷建立的基礎原則上,深入探討了AI加速創新、提升預測準確性及實現突破性治療的實際應用。書中匯集了全球領先研究者和實務專家的貢獻,探討了應用於複雜生物醫學挑戰的機器學習、深度學習和基於網絡的方法。主要領域包括AI驅動的藥物再利用、聯合療法、免疫療法、疫苗設計、量子計算,以及在藥物發現中整合大型語言模型。其他章節強調了使用電子健康紀錄的預測建模、AI驅動的醫學影像,以及用於基於結構的藥物設計的可解釋AI。本卷的特點在於其對實際影響的強調,展示了數據、計算和跨學科合作如何匯聚以推進精準醫療。這本書旨在為科學家、臨床醫生、教育工作者和學生提供全面的參考資料,同時激發利用AI改變醫療保健的靈感。