Researches and Applications of Artificial Intelligence to Mitigate Pandemics: History, Diagnostic Tools, Epidemiology, Healthcare, and Technology
暫譯: 人工智慧在減緩疫情中的研究與應用:歷史、診斷工具、流行病學、醫療保健與技術
Hameed, Kauser, Bhatia, Surbhi, Ahmed, Syed Tousi
- 出版商: Academic Press
- 出版日期: 2021-04-30
- 售價: $5,470
- 貴賓價: 9.5 折 $5,197
- 語言: 英文
- 頁數: 182
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0323909590
- ISBN-13: 9780323909594
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相關分類:
人工智慧
海外代購書籍(需單獨結帳)
商品描述
Researches and Applications of Artificial Intelligence to Mitigate Pandemics: History, Diagnostic Tools, Epidemiology, Healthcare, and Technology offers readers an interdisciplinary view of state-of-art research related to the COVID-19 outbreak, with a focus on tactics employed to model the number of cases of COVID-19 (time series modeling), models employed to diagnostics COVID-19 based on images, and the panoramic of COVID-19 since its discovery and up to this book's publication. This book showcases the algorithms and models available to manage pandemic data, the role of AI, IoT and Mathematical Modeling, how to prevent and fight COVID-19, and the existing medical, social and pharmaceutical support.
Chapters cover methods and protocols, the basics and history of diseases, the fast diagnosis of disease with different automated algorithms and artificial intelligence tools and techniques, the methods of handling epidemiology for mitigating the spread of disease, artificial intelligence and mathematical modeling techniques, and how mental and physical health is affected with social media usage.
商品描述(中文翻譯)
《人工智慧在減緩疫情中的研究與應用:歷史、診斷工具、流行病學、醫療保健與技術》為讀者提供了與 COVID-19 疫情相關的最先進研究的跨學科視角,重點介紹了用於建模 COVID-19 確診數量的策略(時間序列建模)、基於影像的 COVID-19 診斷模型,以及自疫情發現至本書出版的 COVID-19 全景。本書展示了可用於管理疫情數據的演算法和模型、人工智慧(AI)、物聯網(IoT)和數學建模的角色、如何預防和對抗 COVID-19,以及現有的醫療、社會和藥品支持。
各章節涵蓋了方法和協議、疾病的基本知識和歷史、使用不同自動化演算法和人工智慧工具與技術進行快速疾病診斷、處理流行病學以減緩疾病傳播的方法、人工智慧和數學建模技術,以及社交媒體使用對心理和身體健康的影響。