Recent Advances in Molecular Docking: Methods, Tools, and Applications
暫譯: 分子對接的最新進展:方法、工具與應用
Raza, Khalid
- 出版商: Academic Press
- 出版日期: 2026-06-29
- 售價: $6,920
- 貴賓價: 9.5 折 $6,574
- 語言: 英文
- 頁數: 570
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443492530
- ISBN-13: 9780443492532
-
相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
Recent Advances in Molecular Docking: Methods, Tools, and Applications offers an authoritative guide to modern molecular docking techniques, emphasizing the integration of artificial intelligence and machine learning. The volume covers foundational principles, computational workflows, and advanced scoring functions, providing researchers and practitioners with practical tools to improve drug-target interaction predictions. It highlights applications across pharmaceuticals, including cancer, neurological disorders, and infectious diseases, which are all supported by real-world case studies. Challenges in docking accuracy, reproducibility, validation, and ethical and regulatory considerations are also covered. Authored by international experts, it bridges theoretical knowledge with practical applications, making it an essential resource for computational biologists, pharmacologists, and drug developers aiming to leverage AI-driven docking in precision medicine.
商品描述(中文翻譯)
《近期分子對接的進展:方法、工具與應用》提供了現代分子對接技術的權威指南,強調人工智慧和機器學習的整合。本書涵蓋了基礎原則、計算工作流程和先進的評分函數,為研究人員和實務工作者提供了實用工具,以改善藥物與靶標之間的相互作用預測。它突出了在製藥領域的應用,包括癌症、神經疾病和傳染病,並且都有實際案例研究的支持。本書還涵蓋了對接準確性、可重複性、驗證以及倫理和法規考量等挑戰。
本書由國際專家撰寫,將理論知識與實際應用相結合,成為計算生物學家、藥理學家和藥物開發者在精準醫療中利用人工智慧驅動對接的必備資源。