Accelerated Path to Cures
暫譯: 加速治療之路

  • 出版商: Springer
  • 出版日期: 2018-05-09
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 82
  • 裝訂: Hardcover
  • ISBN: 3319732374
  • ISBN-13: 9783319732374
  • 海外代購書籍(需單獨結帳)

商品描述

Accelerated Path to Cures provides a transformative perspective on the power of combining advanced computational technologies, modeling, bioinformatics and machine learning approaches with nonclinical and clinical experimentation to accelerate drug development. This book discusses the application of advanced modeling technologies, from target identification and validation to nonclinical studies in animals to Phase 1-3 human clinical trials and post-approval monitoring, as alternative models of drug development. As a case of successful integration of computational modeling and drug development, we discuss the development of oral small molecule therapeutics for inflammatory bowel disease, from the application of docking studies to screening new chemical entities to the development of next-generation in silico human clinical trials from large-scale clinical data. Additionally, this book illustrates how modeling techniques, machine learning, and informatics can be utilized effectively at each stage of drug development to advance the progress towards predictive, preventive, personalized, precision medicine, and thus provide a successful framework for Path to Cures. 

商品描述(中文翻譯)

《加速治療之路》提供了一種變革性的觀點,強調結合先進的計算技術、建模、生物資訊學和機器學習方法與非臨床及臨床實驗的力量,以加速藥物開發。本書討論了先進建模技術的應用,從靶點識別和驗證到動物的非臨床研究,再到第一至第三期的人類臨床試驗及批准後監測,作為藥物開發的替代模型。作為計算建模與藥物開發成功整合的案例,我們討論了針對炎症性腸病的口服小分子治療藥物的開發,從對接研究的應用到篩選新化合物,再到從大規模臨床數據開發下一代in silico人類臨床試驗。此外,本書說明了如何在藥物開發的每個階段有效利用建模技術、機器學習和資訊學,以推進預測性、預防性、個性化和精準醫療的進展,從而為加速治療之路提供成功的框架。