Translational Biomedical Informatics

A Precision Medicine Perspective

  • Bairong Shen
  • Haixu Tang
  • Xiaoqian Jiang

Part of the Advances in Experimental Medicine and Biology book series (AEMB, volume 939)

Table of contents

  1. Front Matter
    Pages i-vi
  2. Shaolei Teng
    Pages 1-20
  3. Jiajia Chen, Bairong Shen
    Pages 21-38
  4. Juexin Wang, Joseph Luttrell IV, Ning Zhang, Saad Khan, NianQing Shi, Michael X. Wang et al.
    Pages 39-61
  5. Kanthida Kusonmano, Wanwipa Vongsangnak, Pramote Chumnanpuen
    Pages 91-115
  6. Maozhen Han, Pengshuo Yang, Hao Zhou, Hongjun Li, Kang Ning
    Pages 117-137
  7. William Hsu, Suzie El-Saden, Ricky K. Taira
    Pages 167-224
  8. Yalan Chen, Yuxin Lin, Xuye Yuan, Bairong Shen
    Pages 225-239
  9. Lan Yang, Yalan Chen, Chunjiang Yu, Bairong Shen
    Pages 241-257
  10. Chunjiang Yu, Bairong Shen
    Pages 259-287
  11. Yuxin Lin, Xuye Yuan, Bairong Shen
    Pages 309-332

About this book

Introduction

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.


Keywords

Biomedical big data Translational research Integrative and systems analysis Cloud computing and deep learning Standards and privacy

Editors and affiliations

  • Bairong Shen
    • 1
  • Haixu Tang
    • 2
  • Xiaoqian Jiang
    • 3
  1. 1.Center for Systems BiologySoochow UniversityJiangsuChina
  2. 2.School of Informatics and ComputingIndiana UniversityBloomingtonUSA
  3. 3.Department of Biomedical InformaticsUniversity of California San DiegoLa JollaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-1503-8
  • Copyright Information Springer Science+Business Media Singapore 2016
  • Publisher Name Springer, Singapore
  • eBook Packages Biomedical and Life Sciences
  • Print ISBN 978-981-10-1502-1
  • Online ISBN 978-981-10-1503-8
  • Series Print ISSN 0065-2598
  • Series Online ISSN 2214-8019
  • About this book