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Record Nr. |
UNINA9911020413703321 |
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Autore |
Jacob Benjamin |
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Titolo |
Tech Enabled Global Health Security / / edited by Benjamin Jacob, Edwin Michael, Anthony J. Masys |
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Pubbl/distr/stampa |
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Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
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ISBN |
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Edizione |
[1st ed. 2025.] |
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Descrizione fisica |
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1 online resource (476 pages) |
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Collana |
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Advanced Sciences and Technologies for Security Applications, , 2363-9466 |
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Altri autori (Persone) |
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MichaelEdwin |
MasysAnthony J |
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Disciplina |
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Soggetti |
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Artificial intelligence |
Machine learning |
Public health |
Security systems |
Artificial Intelligence |
Machine Learning |
Public Health |
Security Science and Technology |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Overview of Artificial Intelligence and Machine Learning for Public Health applications -- Vector borne disease: Seek and Destroy: Malaria eradication in East Africa using AI/ML/GIS -- Building a Public Health/ Global Health Intelligence capability -- Pandemic Planning: Digital Twins to support COVID-19 management -- Decision Support for Public/Global Health -- Mapping community vulnerability to disease outbreaks: hot spot and cold spot mapping -- Tech literacy for Public Health Professionals: insights into tech enabling the public health workforce -- Applying artificial intelligence to solve humanitarian crisis dilemmas -- Implementation Science: from design to impact- bringing AI/ML solutions -- Tech informed Global Health: considering and including the cultural and social implications -- FemTech: the intersection of technology and womans health. |
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Sommario/riassunto |
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This book explores innovative applications of artificial intelligence, |
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machine learning, and modeling to enhance public and global health security. It advocates for a shift from reactive to proactive management of health crises, emphasizing systems-based futures thinking and anticipatory scenarios. Highlighting the lessons from COVID-19, the book underscores the importance of tech-enabled solutions like large-scale simulations and advanced analytics for early detection and response to biological threats. It integrates insights from ecology, climate change, and multi-hazard events, aiming to balance disease control with societal well-being. Essential for public health researchers, policymakers, and national security experts, the book offers recommendations and roadmaps for future health crisis management. |
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