Intelligent Biomedical Pattern Recognition: A Practical Guide (Biological and Medical Physics, Biomedical Engineering)
暫譯: 智能生物醫學模式識別:實用指南(生物與醫學物理,生物醫學工程)

Francisco Sepulveda, Riccardo Poli

  • 出版商: Springer
  • 出版日期: 2017-11-12
  • 售價: $5,090
  • 貴賓價: 9.5$4,836
  • 語言: 英文
  • 頁數: 280
  • 裝訂: Hardcover
  • ISBN: 9400729065
  • ISBN-13: 9789400729063
  • 相關分類: 物理學 Physics
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book is a practical guide to the field of biomedical signal processing and pattern recognition. The authors provide a self-contained volume that will address all the main issues – e.g., signal peculiarities, popular algorithms, key application examples, etc. – as well as provide an overview of common traps and mistakes and how to avoid them. The book makes extensive use of pseudo-code and code samples. It discusses available open source toolboxes as well. This book will the non-specilist up to speed with regard to relevant signal processing and pattern recognition. More importantly, it will enable the reader to either program the necessary algorithms or to modify existing open source libraries.

This book fills a gap in several new interdisciplinary areas, such as human-machine interaction, affective computing, and computer games, that have as a common task the processing and analysis of biomedical data. Yet, it is also a valuable tool for students at the intermediate and advanced levels in more traditional biomedical pattern recognition.

商品描述(中文翻譯)

本書是生物醫學信號處理和模式識別領域的實用指南。作者提供了一本自成體系的書籍,將涵蓋所有主要議題,例如信號特性、流行算法、關鍵應用範例等,並提供常見陷阱和錯誤的概述以及如何避免它們。本書廣泛使用偽代碼和程式碼範例,並討論可用的開源工具箱。本書將使非專業人士迅速掌握相關的信號處理和模式識別知識。更重要的是,它將使讀者能夠編寫必要的算法或修改現有的開源庫。

本書填補了幾個新的跨學科領域的空白,例如人機互動、情感計算和電腦遊戲,這些領域的共同任務是處理和分析生物醫學數據。然而,它對於中級和高級學生在更傳統的生物醫學模式識別方面也是一個有價值的工具。