Screen LibraryTranslational biomedical informatics : a precision medicine perspective /
"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, mi...
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| Group Author: | ; ; |
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| Published: |
Springer,
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| Publisher Address: | Singapore : |
| Publication Dates: | [2016] |
| Literature type: | Book |
| Language: | English |
| Series: |
Advances in experimental medicine and biology,
volume 939 |
| Subjects: | |
| Summary: |
"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 d |
| Carrier Form: | vi, 332 pages : illustrations (some color), forms ; 24 cm. |
| Bibliography: | Includes bibliographical references. |
| ISBN: |
9789811015021 (hardback : alkaline paper) : 9811015023 (hardback : alkaline paper) 9789811015038 (eBook) 9811015031 (eBook) |
| Index Number: | R858 |
| CLC: | R-058 |
| Call Number: | R-058/T772-1 |
| Contents: | NGS for sequence variants / Shaolei Teng -- RNA bioinformatics for precision medicine / Jiajia Chen, Bairong Shen -- Exploring human diseases and biological mechanisms by protein structure prediction and modeling / Juexin Wang, Joseph Luttrell IV, Ning Zhang, Saad Khan, NianQing Shi, Michael X. Wang, Jing-Qiong Kang, Zheng Wang, and Dong Xu -- Computational methods in mass spectrometry-based proteomics / Sujun Li, Haixu Tang -- Informatics for metabolomics / Kanthida Kusonmano, Wanwipa Vongsangnak, Pramote Chumnanpuen -- Metagenomics and single-cell omics data analysis for human microbiome r |