Advanced Methods in Biomedical Signal Processing and Analysis
暫譯: 生物醫學信號處理與分析的進階方法

Pal, Kunal, Ari, Samit, Bit, Arindam

  • 出版商: Academic Press
  • 出版日期: 2022-09-07
  • 售價: $4,870
  • 貴賓價: 9.5$4,627
  • 語言: 英文
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0323859550
  • ISBN-13: 9780323859554
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Advanced Methods in Biomedical Signal Processing and Analysis presents state-of-the-art methods in biosignal processing, including recurrence quantification analysis, heart rate variability, analysis of the RRI time-series signals, joint time-frequency analyses, wavelet transforms and wavelet packet decomposition, empirical mode decomposition, modeling of biosignals, Gabor Transform, empirical mode decomposition. The book also gives an understanding of feature extraction, feature ranking, and feature selection methods, while also demonstrating how to apply artificial intelligence and machine learning to biosignal techniques.

商品描述(中文翻譯)

生物醫學信號處理與分析的進階方法》介紹了生物信號處理的最先進方法,包括重複量化分析、心率變異性、RRI 時間序列信號的分析、聯合時頻分析、小波變換和小波包分解、經驗模態分解、生物信號建模、Gabor 變換和經驗模態分解。該書還提供了特徵提取、特徵排名和特徵選擇方法的理解,同時展示了如何將人工智慧和機器學習應用於生物信號技術。