Application of Omics, AI and Blockchain in Bioinformatics Research
暫譯: 生物資訊研究中的組學、人工智慧與區塊鏈應用
Tsai, Jeffrey J. P., Ng, Ka-Lok
- 出版商: World Scientific Pub
- 出版日期: 2019-10-24
- 售價: $3,640
- 貴賓價: 9.5 折 $3,458
- 語言: 英文
- 頁數: 200
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9811203571
- ISBN-13: 9789811203572
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相關分類:
人工智慧、區塊鏈 Blockchain、生物資訊 Bioinformatics
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相關主題
商品描述
With the increasing availability of omics data and mounting evidence of the usefulness of computational approaches to tackle multi-level data problems in bioinformatics and biomedical research in this post-genomics era, computational biology has been playing an increasingly important role in paving the way as basis for patient-centric healthcare.Two such areas are: (i) implementing AI algorithms supported by biomedical data would deliver significant benefits/improvements towards the goals of precision medicine (ii) blockchain technology will enable medical doctors to securely and privately build personal healthcare records, and identify the right therapeutic treatments and predict the progression of the diseases.A follow-up in the publication of our book Computation Methods with Applications in Bioinformatics Analysis (2017), topics in this volume include: clinical bioinformatics, omics-based data analysis, Artificial Intelligence (AI), blockchain, big data analytics, drug discovery, RNA-seq analysis, tensor decomposition and Boolean network.
商品描述(中文翻譯)
隨著組學數據的日益普及以及計算方法在生物信息學和生物醫學研究中解決多層次數據問題的有效性日益受到證實,計算生物學在為以病人為中心的醫療保健鋪路方面扮演著越來越重要的角色。這兩個領域包括:(i) 實施由生物醫學數據支持的人工智慧(AI)算法將對精準醫療的目標帶來顯著的好處/改善;(ii) 區塊鏈技術將使醫生能夠安全且私密地建立個人健康記錄,並識別合適的治療方案以及預測疾病的進展。作為我們書籍《計算方法在生物信息學分析中的應用》(2017)的後續出版,本卷的主題包括:臨床生物信息學、基於組學的數據分析、人工智慧(AI)、區塊鏈、大數據分析、藥物發現、RNA-seq分析、張量分解和布爾網絡。