Translational Biomedical Informatics A Precision Medicine Perspective /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Shen, Bairong (Επιμελητής έκδοσης), Tang, Haixu (Επιμελητής έκδοσης), Jiang, Xiaoqian (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Σειρά: Advances in Experimental Medicine and Biology, 939
• Θέματα: Life sciences.; Molecular biology.; Bioinformatics.; Life Sciences.; Molecular Medicine.; Computational Biology/Bioinformatics.

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...

Πίνακας περιεχομένων:

• 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.