相關主題
商品描述
Healthcare has recently seen numerous exciting applications of artificial intelligence, industrial engineering, and operations research. This book, designed to be accessible to a diverse audience, provides an overview of interdisciplinary research partnerships that leverage AI, IE, and OR to tackle societal and operational problems in healthcare. The topics are drawn from a wide variety of disciplines, ranging from optimizing the location of AEDs for cardiac arrests to data mining for facilitating patient flow through a hospital. These applications highlight how engineering has contributed to medical knowledge, health system operations, and behavioral health. Chapter authors include medical doctors, policy-makers, social scientists, and engineers. Each chapter begins with a summary of the health care problem and engineering method. In these examples, researchers in public health, medicine, and social science as well as engineers will find a path to start interdisciplinary collaborations in health applications of AI/IE/OR.
商品描述(中文翻譯)
醫療保健最近見證了人工智慧、工業工程和運籌學的眾多令人興奮的應用。本書旨在讓多元化的讀者群能夠輕鬆理解,提供了利用人工智慧(AI)、工業工程(IE)和運籌學(OR)來解決醫療保健中的社會和運營問題的跨學科研究夥伴關係的概述。這些主題涵蓋了各種學科,從優化自動體外心臟去顫器(AED)的位置以應對心臟驟停,到數據挖掘以促進病人在醫院中的流動。這些應用突顯了工程學如何對醫學知識、健康系統運作和行為健康做出貢獻。各章的作者包括醫生、政策制定者、社會科學家和工程師。每一章都以醫療問題和工程方法的摘要開始。在這些例子中,公共衛生、醫學和社會科學的研究者以及工程師將找到開始在人工智慧/工業工程/運籌學健康應用中進行跨學科合作的途徑。