Handbook of Computational Intelligence in Biomedical Engineering and Healthcare
暫譯: 生物醫學工程與醫療保健中的計算智慧手冊

Nayak, Janmenjoy, Naik, Bighnaraj, Pelusi, Danilo

  • 出版商: Academic Press
  • 出版日期: 2021-04-14
  • 售價: $6,100
  • 貴賓價: 9.5$5,795
  • 語言: 英文
  • 頁數: 398
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128222603
  • ISBN-13: 9780128222607
  • 海外代購書籍(需單獨結帳)

商品描述

Handbook of Computational Intelligence in Biomedical Engineering and Healthcare helps readers analyze and conduct advanced research in specialty healthcare applications surrounding oncology, genomics and genetic data, ontologies construction, bio-memetic systems, biomedical electronics, protein structure prediction, and biomedical data analysis. The book provides the reader with a comprehensive guide to advanced computational intelligence, spanning deep learning, fuzzy logic, connectionist systems, evolutionary computation, cellular automata, self-organizing systems, soft computing, and hybrid intelligent systems in biomedical and healthcare applications. Sections focus on important biomedical engineering applications, including biosensors, enzyme immobilization techniques, immuno-assays, and nanomaterials for biosensors and other biomedical techniques.

Other sections cover gene-based solutions and applications through computational intelligence techniques and the impact of nonlinear/unstructured data on experimental analysis.

商品描述(中文翻譯)

《生物醫學工程與醫療計算智慧手冊》幫助讀者分析並進行專業醫療應用的高級研究,涵蓋腫瘤學、基因組學與基因數據、本體建構、生物仿生系統、生物醫學電子學、蛋白質結構預測以及生物醫學數據分析。本書為讀者提供了一個全面的高級計算智慧指南,涵蓋深度學習、模糊邏輯、連結主義系統、演化計算、細胞自動機、自組織系統、軟計算以及在生物醫學和醫療應用中的混合智能系統。各章節專注於重要的生物醫學工程應用,包括生物感測器、酶固定化技術、免疫分析以及用於生物感測器和其他生物醫學技術的納米材料。

其他章節則涵蓋基於基因的解決方案和應用,通過計算智慧技術以及非線性/非結構數據對實驗分析的影響。