本课程深入探讨心电图数据分析的高级技术和工具,涵盖信号处理、机器学习算法及最新的软件应用,旨在提升学员的专业技能和研究能力。
Advanced Methods and Tools for ECG Data Analysis
Product Description:
The electrocardiogram (ECG) is a recording of the hearts electrical activity, widely used to diagnose cardiac conditions. In recent years, innovative approaches have emerged in ECG analysis that are highly relevant to biomedical and electrical engineers as well as healthcare professionals. This practical book serves as an all-inclusive resource offering comprehensive coverage from basic principles to cutting-edge tools currently utilized for analyzing ECG data. The text focuses on the application of advanced signal processing and artificial intelligence techniques for selecting, modeling, classifying, and interpreting data.
The guide provides valuable insights into designing, implementing, and evaluating software systems dedicated to the analysis of ECG and associated datasets. Additionally, it offers a thorough understanding of foundational concepts in physiology, data acquisition methods, database design principles. It also addresses practical challenges related to enhancing existing analytical methodologies and creating new applications for better patient care through advanced ECG analysis techniques.