Deep Learning in Bioinformatics: Techniques and Applications in Practice
暫譯: 生物資訊學中的深度學習:技術與實務應用

Izadkhah, Habib

  • 出版商: Academic Press
  • 出版日期: 2026-07-15
  • 售價: $6,390
  • 貴賓價: 9.5$6,070
  • 語言: 英文
  • 頁數: 596
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443446296
  • ISBN-13: 9780443446290
  • 相關分類: DeepLearning生物資訊 Bioinformatics
  • 海外代購書籍(需單獨結帳)

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商品描述

Deep Learning in Bioinformatics: Techniques and Applications in Practice, Second Edition explores how deep learning can be utilized for addressing important problems in bioinformatics, including drug discovery, de novo molecular design, sequence analysis, protein structure prediction, gene expression regulation, protein classification, biomedical image processing and diagnosis, biomolecule interaction prediction, and in systems biology. The book also presents theoretical and practical successes of deep learning in bioinformatics, pointing out problems and suggesting future research directions. This updated edition includes several new chapters, applications, and examples for new Deep Learning advances and techniques.

Dr. Izadkhah provides valuable insights and will help researchers use deep learning techniques in their biological and bioinformatics studies.

商品描述(中文翻譯)

《深度學習在生物資訊學中的應用:技術與實踐(第二版)》探討了深度學習如何用於解決生物資訊學中的重要問題,包括藥物發現、全新分子設計、序列分析、蛋白質結構預測、基因表達調控、蛋白質分類、生物醫學影像處理與診斷、生物分子互動預測以及系統生物學。本書還展示了深度學習在生物資訊學中的理論與實踐成功,指出問題並建議未來的研究方向。這一更新版包含了幾個新章節、新應用和新技術的例子,以反映深度學習的最新進展。

伊札德卡(Dr. Izadkhah)提供了寶貴的見解,將幫助研究人員在其生物學和生物資訊學研究中使用深度學習技術。