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Titlebook: Breath Analysis for Medical Applications; David Zhang,Dongmin Guo,Ke Yan Book 2017 Springer Nature Singapore Pte Ltd. 2017 Breath signal D

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发表于 2025-3-21 17:43:34 | 显示全部楼层 |阅读模式
期刊全称Breath Analysis for Medical Applications
影响因子2023David Zhang,Dongmin Guo,Ke Yan
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发行地址The first systematic and comprehensive book on breath analysis and its medical applications.Covers all aspects of breath signal processing, including acquisition, preprocessing, classification, and ty
图书封面Titlebook: Breath Analysis for Medical Applications;  David Zhang,Dongmin Guo,Ke Yan Book 2017 Springer Nature Singapore Pte Ltd. 2017 Breath signal D
影响因子.This book describes breath signal processing technologies and their applications in medical sample classification and diagnosis. First, it provides a comprehensive introduction to breath signal acquisition methods, based on different kinds of chemical sensors, together with the optimized selection and fusion acquisition scheme. It then presents preprocessing techniques, such as drift removing and feature extraction methods, and uses case studies to explore the classification methods. Lastly it discusses promising research directions and potential medical applications of computerized breath diagnosis. It is a valuable interdisciplinary resource for researchers, professionals and postgraduate students working in various fields, including breath diagnosis, signal processing, pattern recognition, and biometrics..
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发表于 2025-3-21 20:32:08 | 显示全部楼层
Visionsarbeit von Walt Disney lernen-RFE and other typical algorithms. An ensemble method is further studied to improve the stability of the proposed method. By statistically analyzing the features’ rankings, some knowledge is obtained, which can guide future design of e-noses and feature extraction algorithms.
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Feature Selection and Analysis on Correlated Breath Data-RFE and other typical algorithms. An ensemble method is further studied to improve the stability of the proposed method. By statistically analyzing the features’ rankings, some knowledge is obtained, which can guide future design of e-noses and feature extraction algorithms.
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发表于 2025-3-22 21:25:31 | 显示全部楼层
including acquisition, preprocessing, classification, and ty.This book describes breath signal processing technologies and their applications in medical sample classification and diagnosis. First, it provides a comprehensive introduction to breath signal acquisition methods, based on different kinds
发表于 2025-3-23 04:12:28 | 显示全部楼层
https://doi.org/10.1007/978-3-322-87042-1h analysis device, and of the design of specific pattern recognition algorithm for breath analysis. This is followed by a statement of the objective of the research, a brief summary of the work, and a general outline of the overall structure of the present study.
发表于 2025-3-23 06:51:45 | 显示全部楼层
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