Artificial Intelligence and Data Mining in Healthcare
暫譯: 醫療領域中的人工智慧與資料探勘

Masmoudi, Malek, Jarboui, Bassem, Siarry, Patrick

  • 出版商: Springer
  • 出版日期: 2022-01-26
  • 售價: $6,930
  • 貴賓價: 9.5$6,584
  • 語言: 英文
  • 頁數: 216
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030452425
  • ISBN-13: 9783030452421
  • 相關分類: 人工智慧Data-mining
  • 海外代購書籍(需單獨結帳)

商品描述

Artificial Intelligence for Healthcare Logistics: An Overview and Research Agenda.- Synergy Between Predictive Mining and Prescriptive Planning of Complex Patient Pathways Considering Process Discrepancies for Effective Hospital-Wide Decision Support.- Real-Time Capacity Management and Patient Flow Optimization in Hospitals Using AI Methods.- How Healthcare Expenditure Influences Life Expectancy: Case Study on Russian Regions.- Operating Theater Management System: Block-Scheduling.- An Immune Memory and a Negative Selection to Visualize Clinical Pathways from Electronic Health Records.- Optimized Medical Images Compression for Telemedicine Applications.- Online Variational Learning Using Finite Generalized Inverted Dirichlet Mixture Model with Feature Selection on Medical Data Sets.- Entropy-Based Variational Inference for Semi-bounded Data Clustering in Medical Applications.

商品描述(中文翻譯)

人工智慧在醫療物流中的應用:概述與研究議程。- 考慮過程差異的複雜病人路徑的預測挖掘與處方規劃之間的協同作用,以有效支持醫院全院的決策。- 使用人工智慧方法進行醫院的即時容量管理與病人流量優化。- 醫療支出如何影響壽命:俄羅斯地區的案例研究。- 手術室管理系統:區塊排程。- 一種免疫記憶與負選擇,用於從電子健康紀錄中可視化臨床路徑。- 用於遠程醫療應用的優化醫學影像壓縮。- 使用有限廣義反向Dirichlet混合模型進行在線變分學習,並在醫療數據集上進行特徵選擇。- 基於熵的變分推斷,用於醫療應用中的半有界數據聚類。