Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions
暫譯: 生物醫學應用的智能數據分析：挑戰與解決方案

D. Jude, Hemanth, Gupta, Deepak, Emilia Balas, Valentina

Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions
  • 出版商: Academic Press
  • 出版日期: 2019-03-19
  • 售價: $4,780
  • 貴賓價: 9.5 折 $4,541
  • 語言: 英文
  • 頁數: 294
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128155531
  • ISBN-13: 9780128155530
  • 相關分類: Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions presents specialized statistical, pattern recognition, machine learning, data abstraction and visualization tools for the analysis of data and discovery of mechanisms that create data. It provides computational methods and tools for intelligent data analysis, with an emphasis on problem-solving relating to automated data collection, such as computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and more. This book provides useful references for educational institutions, industry professionals, researchers, scientists, engineers and practitioners interested in intelligent data analysis, knowledge discovery, and decision support in databases.

  • Provides the methods and tools necessary for intelligent data analysis and gives solutions to problems resulting from automated data collection
  • Contains an analysis of medical databases to provide diagnostic expert systems
  • Addresses the integration of intelligent data analysis techniques within biomedical information systems

商品描述(中文翻譯)

《智能數據分析在生物醫學應用中的挑戰與解決方案》介紹了專門的統計、模式識別、機器學習、數據抽象和可視化工具，用於數據分析和發現生成數據的機制。它提供了智能數據分析的計算方法和工具，重點解決與自動數據收集相關的問題，例如基於計算機的病人記錄、數據倉儲工具、智能警報、有效且高效的監控等。本書為對智能數據分析、知識發現和數據庫中的決策支持感興趣的教育機構、行業專業人士、研究人員、科學家、工程師和實踐者提供了有用的參考資料。

- 提供智能數據分析所需的方法和工具，並針對自動數據收集所產生的問題給出解決方案
- 包含對醫療數據庫的分析，以提供診斷專家系統
- 討論智能數據分析技術在生物醫學信息系統中的整合

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