Deep Learning Applications in Translational Bioinformatics: Volume 15

Raza, Khalid, Barh, Debmalya, Singh, Deepak

  • 出版商: Academic Press
  • 出版日期: 2024-03-07
  • 售價: $6,040
  • 貴賓價: 9.5$5,738
  • 語言: 英文
  • 頁數: 298
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443222991
  • ISBN-13: 9780443222993
  • 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 Applications in Translational Bioinformatics, a new volume in the Advances in Ubiquitous Sensing Application for Healthcare series, offers a detailed overview of basic bioinformatics, deep learning, various applications of deep learning in translational bioinformatics including deep learning ensembles, deep learning in protein classification, detection of various diseases, prediction of antiviral peptides, identification of antibiotic resistance, computer aided drug design and drug formulation. This new volume helps researchers working in the field of machine learning and bioinformatics to foster future research and development in ensemble deep learning and inspire new bioinformatics applications that cannot be attained by using traditional machine learning models.

商品描述(中文翻譯)

「轉譯生物信息學中的深度學習應用」是「醫療保健中普遍感應應用的進展」系列中的一本新書,提供了基礎生物信息學、深度學習以及深度學習在轉譯生物信息學中的各種應用的詳細概述,包括深度學習集成、蛋白質分類中的深度學習、各種疾病的檢測、抗病毒肽的預測、抗生素抗性的識別、計算機輔助藥物設計和藥物配方等。這本新書幫助機器學習和生物信息學領域的研究人員促進未來的研究和發展,並激發使用傳統機器學習模型無法實現的新的生物信息學應用。