| Description |
1 online resource (xii, 434 pages) : illustrations (some color), color map |
| Contents |
Informatics for infectious disease research and control -- Bioinformatics of microbial sequences -- Mining databases for microbial gene sequences -- Comparative genomics of pathogens -- Systems microbiology: gaining insights in transcriptional networks -- Host-pathogen systems biology -- Text mining for discovery of host-pathogen interactions -- Network approach to understanding pathogen population structure -- Computational epitope mapping -- Pangenomic reverse vaccinology -- Immunoinformatics: the next step in vaccine design -- Understanding the shared bacterial genome -- Computational grammars for interrogation of genomes -- In silico discovery of chemotherapeutic agents -- Informatics for healthcare epidemiology -- Automated, high-throughput surveillance systems for public health -- Microbial genotyping systems for infection control -- Temporal and spatial clustering of bacterial genotypes -- Infectious disease ontology -- Populations, patients, germs and genes: ethics of genomics and informatics in communicable disease control |
| Summary |
In this book, Vitali Sintchenko brings together a collection of state-of-the-art reviews of informatics applications aiming to improve the diagnosis, prevention, treatment and control of infectious diseases. In response to the need for computational biology techniques geared towards clinical medicine, this volume covers the emerging domains of translational bioinformatics, genomics enabled decision support, intelligent design of vaccines and antimicrobial drugs as well as new types of biosurveillance. This book is written by a diverse, international group of experts in the field and provides clinicians, pathologists, biomedical researchers and informaticians with an essential resource that offers also a fascinating glimpse into the future of this dynamic field. Vitali Sintchenko (MBBS, PhD, FRCPA, FACHI) is a clinical microbiologist and informatician with the Sydney Medical School, The University of Sydney, Australia |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| In |
Springer eBooks |
| Subject |
Medical informatics.
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Communicable diseases
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Bioinformatics.
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Medicine -- Data processing.
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Computational biology.
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Communicable Disease Control -- methods
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Medical Informatics -- methods
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Communicable Diseases -- epidemiology
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Computational Biology -- methods
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Medical Informatics
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Medical Informatics Applications
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Communicable Diseases
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Computational Biology
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MEDICAL -- Infectious Diseases.
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HEALTH & FITNESS -- Diseases -- Contagious.
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Biomédecine.
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Sciences de la vie.
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Medicine -- Data processing
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Computational biology
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Bioinformatics
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Communicable diseases
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Medical informatics
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| Form |
Electronic book
|
| Author |
Sintchenko, Vitali
|
| LC no. |
2009933097 |
| ISBN |
9781441913272 |
|
1441913270 |
|
1282979485 |
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9781282979482 |
|
