The Diabetic Patient Agent: Modeling Disease in Humans and the Healthcare System Response (Intelligent Systems Reference Library)
暫譯: 糖尿病患者代理:人類疾病與醫療系統反應的建模(智能系統參考庫)

Raman Paranjape, Zhanle (Gerald) Wang, Simerjit Gill

  • 出版商: Springer
  • 出版日期: 2018-01-24
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 123
  • 裝訂: Hardcover
  • ISBN: 3662562898
  • ISBN-13: 9783662562895
  • 海外代購書籍(需單獨結帳)

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商品描述

This book provides a pioneering approach to modeling the human diabetic patient using a software agent. It is based on two MASc (Master of Applied Science) theses: one looking at the evolution of the patient agent in time, and another looking the interaction of the patient agent with the healthcare system. It shows that the software agent evolves in a manner analogous to the human patient and exhibits typical attributes of the illness such as reacting to food consumption, medications, and activity. This agent model can be used in a number of different ways, including as a prototype for a specific human patient with the purpose of helping to identify when that patient’s condition deviates from normal variations. The software agent can also be used to study the interaction between the human patient and the health care system. This book is of interest to anyone involved in the management of diabetic patients or in societal research into the management of diabetes. The diabetic patient agent was developed using the Ackerman model for diabetes, but this model can be easily adapted for any other model subject with the necessary physiological data to support that model.

商品描述(中文翻譯)

本書提供了一種開創性的方式,利用軟體代理來模擬人類糖尿病患者。這是基於兩篇應用科學碩士論文(MASc):一篇探討患者代理隨時間的演變,另一篇則研究患者代理與醫療系統的互動。書中顯示,這個軟體代理的演變方式類似於人類患者,並展現出疾病的典型特徵,例如對食物攝取、藥物和活動的反應。這個代理模型可以以多種不同的方式使用,包括作為特定人類患者的原型,旨在幫助識別該患者的狀況何時偏離正常變化。該軟體代理也可以用來研究人類患者與醫療系統之間的互動。本書對於任何參與糖尿病患者管理或社會研究糖尿病管理的人士都具有興趣。糖尿病患者代理是基於Ackerman糖尿病模型開發的,但這個模型可以輕易地適應任何其他模型,只要具備支持該模型所需的生理數據。