000 | 04322nam a22005895i 4500 | ||
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001 | 978-3-030-52109-7 | ||
003 | DE-He213 | ||
005 | 20240423125316.0 | ||
007 | cr nn 008mamaa | ||
008 | 200918s2020 sz | s |||| 0|eng d | ||
020 |
_a9783030521097 _9978-3-030-52109-7 |
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024 | 7 |
_a10.1007/978-3-030-52109-7 _2doi |
|
050 | 4 | _aR858-859.7 | |
072 | 7 |
_aMBG _2bicssc |
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_aUB _2bicssc |
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_aMED117000 _2bisacsh |
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_a610.285 _223 |
100 | 1 |
_aLiu, Jiming. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
245 | 1 | 0 |
_aComputational Epidemiology _h[electronic resource] : _bFrom Disease Transmission Modeling to Vaccination Decision Making / _cby Jiming Liu, Shang Xia. |
250 | _a1st ed. 2020. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2020. |
|
300 |
_aXVIII, 113 p. 50 illus., 20 illus. in color. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aHealth Information Science, _x2366-0996 |
|
505 | 0 | _aParadigms in Epidemiology -- Computational Modeling in a Nutshell -- Developing Strategies for Vaccine Allocation -- Explaining Individuals’ Vaccination Decisions -- Characterizing Socially-Influenced Vaccination Decisions -- Understanding the Impact of Social Media -- Welcome to the Era of Systems Epidemiology. | |
520 | _aThis book provides a comprehensive introduction to computational epidemiology, highlighting its major methodological paradigms throughout the development of the field while emphasizing the needs for a new paradigm shift in order to most effectively address the increasingly complex real-world challenges in disease control and prevention. Specifically, the book presents the basic concepts, related computational models, and tools that are useful for characterizing disease transmission dynamics with respect to a heterogeneous host population. In addition, it shows how to develop and apply computational methods to tackle the challenges involved in population-level intervention, such as prioritized vaccine allocation. A unique feature of this book is that its examination on the issues of vaccination decision-making is not confined only to the question of how to develop strategic policies on prioritized interventions, as it further approaches the issues from the perspective ofindividuals, offering a well integrated cost-benefit and social-influence account for voluntary vaccination decisions. One of the most important contributions of this book lies in it offers a blueprint on a novel methodological paradigm in epidemiology, namely, systems epidemiology, with detailed systems modeling principles, as well as practical steps and real-world examples, which can readily be applied in addressing future systems epidemiological challenges. The book is intended to serve as a reference book for researchers and practitioners in the fields of computer science and epidemiology. Together with the provided references on the key concepts, methods, and examples being introduced, the book can also readily be adopted as an introductory text for undergraduate and graduate courses in computational epidemiology as well as systems epidemiology, and as training materials for practitioners and field workers. | ||
650 | 0 | _aMedical informatics. | |
650 | 0 | _aMedicine, Preventive. | |
650 | 0 | _aHealth promotion. | |
650 | 0 | _aEpidemiology. | |
650 | 0 | _aBioinformatics. | |
650 | 1 | 4 | _aHealth Informatics. |
650 | 2 | 4 | _aHealth Promotion and Disease Prevention. |
650 | 2 | 4 | _aEpidemiology. |
650 | 2 | 4 | _aComputational and Systems Biology. |
700 | 1 |
_aXia, Shang. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030521073 |
776 | 0 | 8 |
_iPrinted edition: _z9783030521080 |
830 | 0 |
_aHealth Information Science, _x2366-0996 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-52109-7 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cSPRINGER | ||
999 |
_c176532 _d176532 |