Translational 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, mining a...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Shen, Bairong (Editor ), Tang, Haixu (Editor ), Jiang, Xiaoqian (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore : Springer Nature Singapore : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Advances in Experimental Medicine and Biology, 939
Temas:
Bioinformatics.
Medicine-Research.
Biology-Research.
Biomedical Research.
Computational and Systems Biology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • NGS for sequence variants (HVP)
  • RNA Bioinformatics for Precision Medicine
  • Exploring Human Diseases and Biological Mechanisms by Protein Structure Prediction and Modeling
  • Computational methods in mass spectrometry based proteomics
  • Informatics for Metabolomics
  • Metagenomics and Single-cell Omics Data Analysis for Human Microbiome Research
  • Text Mining for Precision Medicine: Bringing structure to EHRs and biomedical literature to understand genes and health
  • Medical Imaging Informatics
  • LIMS and clinical data management
  • Biobanks and their clinical application and informatics challenges
  • Methods to Improve Distributed Analysis in Biomedical Informatics
  • XML, ontologies, and their clinical applications
  • Bayesian Computation Methods for Inferring Regulatory Network Models Using Biomedical Data
  • Network-based Biomedical Data Analysis.

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