Deep Learning Applications in Translational Bioinformatics: Volume 15
暫譯: 轉譯生物資訊學中的深度學習應用:第15卷

Raza, Khalid, Barh, Debmalya, Singh, Deepak

  • 出版商: Academic Press
  • 出版日期: 2024-03-07
  • 售價: $6,450
  • 貴賓價: 9.5$6,128
  • 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)

《深度學習在轉譯生物資訊學中的應用》,是《醫療保健中普遍感測應用的進展》系列中的新卷,提供了基本生物資訊學、深度學習以及深度學習在轉譯生物資訊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、抗生素抗藥性的識別、計算機輔助藥物設計和藥物配方。這本新卷幫助在機器學習和生物資訊學領域工作的研究人員促進集成深度學習的未來研究與發展,並激發無法通過傳統機器學習模型實現的新生物資訊學應用。