Translational Biomedical Informatics: A Precision Medicine Perspective (Advances in Experimental Medicine and Biology)
暫譯: 轉譯生物醫學資訊學:精準醫療的視角(實驗醫學與生物學進展)
- 出版商: Springer
- 出版日期: 2018-06-29
- 售價: $6,120
- 貴賓價: 9.5 折 $5,814
- 語言: 英文
- 頁數: 340
- 裝訂: Paperback
- ISBN: 9811093695
- ISBN-13: 9789811093692
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商品描述
This book introduces readers to essential methods and applications in translational biomedical informatics, which include biomedical big data, cloud computing and algorithms for understanding omics data, imaging data, electronic health records and public health data. The storage, retrieval, mining and knowledge discovery of biomedical big data will be among the key challenges for future translational research. The paradigm for precision medicine and healthcare needs to integratively analyze not only the data at the same level – e.g. different omics data at the molecular level – but also data from different levels – the molecular, cellular, tissue, clinical and public health level. This book discusses the following major aspects: the structure of cross-level data; clinical patient information and its shareability; and standardization and privacy. It offers a valuable guide for all biologists, biomedical informaticians and clinicians with an interest in Precision Medicine Informatics.
商品描述(中文翻譯)
本書向讀者介紹轉譯生物醫學資訊學中的基本方法和應用,包括生物醫學大數據、雲端計算以及理解組學數據、影像數據、電子健康紀錄和公共健康數據的演算法。生物醫學大數據的儲存、檢索、挖掘和知識發現將是未來轉譯研究中的主要挑戰之一。精準醫療和健康照護的範式需要綜合分析不僅是同一層級的數據,例如分子層級的不同組學數據,還需要分析來自不同層級的數據,包括分子、細胞、組織、臨床和公共健康層級。本書討論以下主要方面:跨層級數據的結構;臨床病人資訊及其可分享性;以及標準化和隱私。本書為所有對精準醫療資訊學感興趣的生物學家、生物醫學資訊學家和臨床醫生提供了寶貴的指導。