Ontology-Based Information Retrieval for Healthcare Systems
暫譯: 基於本體的醫療系統資訊檢索

Jain, Vishal, Wason, Ritika, Chatterjee, Jyotir Moy

  • 出版商: Wiley
  • 出版日期: 2020-07-28
  • 售價: $7,830
  • 貴賓價: 9.5$7,439
  • 語言: 英文
  • 頁數: 384
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119640482
  • ISBN-13: 9781119640486
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

With the advancements of semantic web, ontology has become the crucial mechanism for representing concepts in various domains. For research and dispersal of customized healthcare services, a major challenge is to efficiently retrieve and analyze individual patient data from a large volume of heterogeneous data over a long time span. This requirement demands effective ontology-based information retrieval approaches for clinical information systems so that the pertinent information can be mined from large amount of distributed data.

This unique and groundbreaking book highlights the key advances in ontology-based information retrieval techniques being applied in the healthcare domain and covers the following areas:

  • Semantic data integration in e-health care systems
  • Keyword-based medical information retrieval
  • Ontology-based query retrieval support for e-health implementation
  • Ontologies as a database management system technology for medical information retrieval
  • Information integration using contextual knowledge and ontology merging
  • Collaborative ontology-based information indexing and retrieval in health informatics
  • An ontology-based text mining framework for vulnerability assessment in health and social care
  • An ontology-based multi-agent system for matchmaking patient healthcare monitoring
  • A multi-agent system for querying heterogeneous data sources with ontologies for reducing cost of customized healthcare systems
  • A methodology for ontology based multi agent systems development
  • Ontology based systems for clinical systems: validity, ethics and regulation

商品描述(中文翻譯)

隨著語意網的進步,本體(ontology)已成為在各個領域中表示概念的關鍵機制。在定制化醫療服務的研究和推廣中,一個主要挑戰是如何有效地從大量異質數據中檢索和分析個別病人的數據,這些數據可能跨越長時間範圍。這一需求要求臨床信息系統採用有效的基於本體的信息檢索方法,以便從大量分散的數據中挖掘相關信息。

這本獨特且開創性的書籍突顯了在醫療領域應用的基於本體的信息檢索技術的關鍵進展,涵蓋以下領域:
- 電子健康系統中的語意數據整合
- 基於關鍵字的醫療信息檢索
- 支持電子健康實施的基於本體的查詢檢索
- 作為醫療信息檢索技術的數據庫管理系統的本體
- 使用上下文知識和本體合併的信息整合
- 健康信息學中的協作基於本體的信息索引和檢索
- 用於健康和社會護理脆弱性評估的基於本體的文本挖掘框架
- 用於病人健康監測的基於本體的多代理系統
- 一個用於查詢異質數據源的多代理系統,利用本體來降低定制化醫療系統的成本
- 基於本體的多代理系統開發方法論
- 臨床系統的基於本體的系統:有效性、倫理和規範