Machine Learning in Drug Development: Part 2: Volume 65
暫譯: 藥物開發中的機器學習:第二部分:第65卷
Seley-Radtke, Katherine, Feng, Joy
- 出版商: Academic Press
- 出版日期: 2025-11-28
- 售價: $5,990
- 貴賓價: 9.5 折 $5,691
- 語言: 英文
- 頁數: 136
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0443417636
- ISBN-13: 9780443417634
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
Machine Learning in Drug Development: Part Two, Volume 65 in the Annual Reports on Medicinal Chemistry series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors. Chapters in this volume explore Transforming Modern Drug Discovery with Machine Learning - Applications in Ligand-based Drug Design, Optimizing Multi-Modal Drug Design Through Computational Pocket Mapping and Data Integration, Harnessing AI for Nucleic Acid Drug Discovery: Small Molecule Targeting DNA and RNA, AI-aided Drug Development for Protein Degraders: Design, Lead Identification, and Optimization, and more.
Additional section delve into Artificial Intelligence in the Development of Antiviral Drugs - Progress and Applications, Artificial Intelligence for Drug Target Identification, and Machine Learning in Proteomic Biomarker Discovery商品描述(中文翻譯)
《藥物開發中的機器學習:第二部分,第65卷》是《藥物化學年報》系列中的一部分,突顯了該領域的新進展,這一新卷呈現了由國際作者團隊撰寫的有趣章節。本卷中的章節探討了利用機器學習轉變現代藥物發現的應用,包括基於配體的藥物設計、通過計算口袋映射和數據整合優化多模態藥物設計、利用人工智慧進行核酸藥物發現:小分子靶向DNA和RNA、人工智慧輔助的蛋白質降解劑藥物開發:設計、先導物識別和優化等。
此外,還有部分深入探討了人工智慧在抗病毒藥物開發中的進展與應用、藥物靶點識別的人工智慧,以及機器學習在蛋白質組生物標記發現中的應用。